Even when organizations share genomic data sets, the agreements are typically between individual institutions for individual data sets.
|
|
AI, for example, needs huge data sets to be effective and they have the biggest data sets, them, Google, Amazon, these data sets are valuable beyond their ... They're just money in the bank, so to say.
|
|
French administrations are going to share new data sets so that anyone can build AI services using those data sets.
|
|
The team's model only outperformed existing methods on two of four small text classification data sets, the MR and CR data sets.
|
|
Rado Lipus, head of Neudata, which vets data sets on behalf of investment groups, says "exclusive data sets are a double-edged sword".
|
|
It's already working on helping customers draw correlations between data sets, whether it's between multiple alternative data sets or making connections with more traditional data.
|
|
Some, like working with smaller data sets, already have some available solutions like generative adversarial networks that can augment existing data sets and that RealityEngines expects to innovate on.
|
|
While scientists are getting better at publishing data sets in the open, much of that science is still locked behind paywalls or does not have publicly accessible data sets.
|
|
"They not only have the largest data sets, but they have data sets tied to customers that they can identify," Kirk Boodry, an analyst with New Street Research, said.
|
|
This doesn't have to be the complex data sets using inordinate amounts of computing power that signifies "big data," but approaches and techniques to data sets that previously weren't utilized.
|
|
And more huge data sets are being assembled right now.
|
|
Every day we have teams looking for new data sets.
|
|
The search produces dozens of analyzed data sets in seconds.
|
|
AI tools require huge amounts of data sets to learn.
|
|
But campaigns have access to plenty of public data sets.
|
|
The data sets were exponentially larger than my Facebook data.
|
|
Fortunately, neural networks eat big, complicated data sets for breakfast.
|
|
The team blended four data sets to reach its conclusion.
|
|
Rather, Looker is a tool that visualizes existing data sets.
|
|
Some data sets are truly proprietary, others are readily duplicated.
|
|
Swartz had developed several methods of acquiring large data sets.
|
|
Taken together, the latest data sets must give one pause.
|
|
They are offering comprehensive and constantly updated global data sets.
|
|
More than 90 data sets have been released to date.
|
|
Algorithms used in A.I. are created using training data sets.
|
|
The data sets on teacher salaries are a little tricky.
|
|
Firstly, in order for a puny human brain to interpret large and complex data sets, the data sets must first be made "smaller" via aggregation, summarization, description and presentation, which kind of misses the point.
|
|
These companies send Scale's contractors raw, unlabelled data sets by way of Scale's API, which provides services like Semantic Segmentation, Image Annotation, and Sensor Fusion, in conjunction with its clients LIDAR and RADAR data sets.
|
|
He said he noticed methods of statistics meant for smaller data sets being applied to "big" data sets with millions or billions of examples, where it's easy to force a correlation that isn't necessarily accurate.
|
|
The two companies have different data sets for TV and digital.
|
|
These are data sets now that people are in control of.
|
|
The models are based on careful use of big data sets.
|
|
However, new technology adoption and data sets are changing this dynamic.
|
|
The programs are "trained" by exposing them to large data sets.
|
|
Data sets that contain information about human health are hugely valuable.
|
|
Carmera will get access to key city data sets in return.
|
|
Previous data sets were often too imprecise to measure this accurately.
|
|
Data sets: What data, why and does it actually exist anywhere?
|
|
It's unclear why the study didn't look at these data sets.
|
|
It simplifies the process of aggregating multiple data sets for analysis.
|
|
This is made possible by dynamic functional separation of data sets.
|
|
This means that individual data sets — names, birthdates, addresses, gender, etc.
|
|
Building human-labeled data sets is straightforward with pictures and words.
|
|
It also comports with other national data sets we've seen recently.
|
|
Segmed: Segmed is building data sets for AI-driven medical research.
|
|
AI uses large data sets and algorithms to mimic human behavior.
|
|
She said that sites that publish common data sets like collegedata.
|
|
Doctors will have huge data sets to make medicine more precise.
|
|
And the second is the massive use of large data sets.
|
|
But Luu wasn't testing how fast a computer processes complex data sets.
|
|
No machine can interpret large data sets, not even Sophia the Robot.
|
|
Essentially data journalism has long meant looking at existing data sets, right?
|
|
Data sets provide treasure troves of information for all types of companies.
|
|
To get started, they downloaded a few data sets and started experimenting.
|
|
Artificial intelligence mirrors its developers and the data sets it's trained on.
|
|
In fact, the algorithm and sample data sets are freely available online.
|
|
Data sets and pairings can be made very rapidly to draw conclusions.
|
|
Nearly 40,000 data sets have also gone missing, according to the Post.
|
|
That makes such data sets expensive, assuming they are available at all.
|
|
KBB also analyzed different data sets, such as reviews and sales information.
|
|
Finding and deleting every copy of these data sets may be impossible.
|
|
Both data sets are based on apps that use the company's SDK.
|
|
Underrepresented ethnic groups and women are often outliers in large data sets.
|
|
People are learning how to do deep learning on small data sets.
|
|
Any flaws in these data sets have already spread far and wide.
|
|
National data sets suggest such cases number at least 350,000 per year.
|
|
The data Troia discovered seems to be four data sets cobbled together.
|
|
Well-known data-sets have become table stakes, not a competitive advantage.
|
|
Different AI trading programmes may be developed by using similar data sets.
|
|
It seemingly has no room for citations and philosophy and data sets.
|
|
Both data sets come late this week due to the New Year's holiday.
|
|
Third, new data sets should be generated, focused on people of all ethnicities.
|
|
However, piecing together several different CDC data sets, Clinton's claim is largely true.
|
|
The company also limits how data sets obtained this way can be shared.
|
|
GymKit is an attempt to combine the best data sets from both devices.
|
|
Some data decays in value over time, while other data sets are evergreen.
|
|
Full data sets, including names of individual reporters, are available here and here.
|
|
Still, the downward trend of gun-owning households is consistent across data sets.
|
|
Plenty of data sets for ML have been available since the early 1990s.
|
|
But distilling massive quantities of information requires comfort with computing and data sets.
|
|
Combining supposedly confidential data sets can heighten the risk of accidentally identifying individuals.
|
|
You compile complicated data sets and distill them into stories for our readers.
|
|
Can we program a machine to not collect or analyze certain data sets?
|
|
Your brain is synthesizing these two data sets: the written and the drawn.
|
|
These data sets are made up of Rotten Tomatoes and Amazon product reviews.
|
|
First, algorithms can be trained on biased data sets, leading to discriminatory results.
|
|
The opportunities to derive recommendations from these data sets are clear, Wachter said.
|
|
Startups began popping up looking to serve these firms the wonky data sets.
|
|
Wall Street digested two key data sets Friday ahead of the Fed's meeting.
|
|
It will continue to help leaders determine which climate data sets are reliable.
|
|
Chyna will learn how to ... -Recognize trends, detect outliers, and summarize data sets.
|
|
By doing that, Stae standardizes data sets and it becomes easier to manipulate them.
|
|
Even so, our findings were supported when cross-checked with the other data sets.
|
|
When it comes to data sets, Google is trying to level the playing field.
|
|
This is especially true when the algorithms are operating on large-scale data sets.
|
|
And there are guidelines around the use of limited data sets in medical research.
|
|
Hoodline also analyzes data sets to unlock insights for businesses and media companies. Kahoot!
|
|
For privacy-sensitive data sets that can't be fully open, like those at Ancestry.
|
|
The full data sets are available for the public to download on the website.
|
|
As long as data sets are finely controlled, could human bias be completely eradicated?
|
|
These days, my computer can manage much larger data sets without breaking a sweat.
|
|
Thereafter, each agency can provide its own analysis relying on the same data sets.
|
|
"I think they have a tremendous opportunity to monetize those data sets," he said.
|
|
Unfortunately, most of the countries in the realm have unreliable data sets to compare.
|
|
There are even "masterclasses," data sets and tools specially curated for high school kids.
|
|
As a result, the disease complexity requires the interrogation of vast, rich data sets.
|
|
Owning data flows creates more impressive moats than merely locking down static data sets.
|
|
His work focuses on implementing environmental data sets into the composition of the music.
|
|
We were able to control our data sets by having it be more limited.
|
|
A legislative mandate for official data "sets up monopoly pricing power," Mr. Asher said.
|
|
Systems that learn from data sets to perform and improve upon a specific task.
|
|
"Machine learning is great for repetitive things that require large data-sets," he said.
|
|
There's nothing stopping other law enforcement agencies from making use of these data sets.
|
|
But if I acquire both of those data sets, I can put them together.
|
|
Dataiku helps enterprise clients turn large data sets into actionable insights using machine learning.
|
|
M Science was a pioneer in selling non-traditional data sets to financial firms.
|
|
And certain data sets can be remarkably valuable for companies working on those technologies.
|
|
They are amassing similar citywide data sets from cats, rats, mice, pigeons and cockroaches.
|
|
All three data sets added to a rising sense of economic stabilization on the mainland.
|
|
It further claims it used alternative data sources and data sets to build its models.
|
|
The researchers used machine learning techniques to analyze four large data sets of U.S. mortgages.
|
|
It can be used for creating predictive models that work best with your data sets.
|
|
A better AI future built on diverse data sets requires both parties to work collaboratively.
|
|
It claims to have built one of the world's biggest data sets of sales behavior.
|
|
Similar laws need to be passed for all identifiable data existing in government data sets.
|
|
Incumbents with large proprietary data sets in more traditional industries are beginning to follow suit.
|
|
Proprietary algorithms can help, but they are secondary in importance to the data sets themselves.
|
|
What's critical to making these services highly defensible is privileged access to these data sets.
|
|
You'll acquire skills like performing cluster analysis, detecting outliers in data sets, and finding patterns.
|
|
Eventually, a slowdown in the rate of warming would become apparent in global data sets.
|
|
Greater accuracy often requires larger data sets that demand additional training time and compute resources.
|
|
"We have one of the largest data sets about how online fraud happens," Ready said.
|
|
Machine learning programs could mine those data sets looking for telltale patterns of mental disorders.
|
|
Groups like Bosch Ventures and TomTom provide things like training data sets and technical expertise.
|
|
It is consistent with some results and some data sets that the institute has published.
|
|
The more comprehensive the data sets about individuals, the more precisely advertising can be targeted.
|
|
The company merely noted that those were amongst the data sets stolen by the attackers.
|
|
Artificial intelligence could help portfolio managers analyze Big Data sets to make better investment calls.
|
|
Data sets previously thought unrelated to health become the early-warning indicators that prevent disease.
|
|
For instance, this authority could make sure that there's no bias in training data sets.
|
|
One thing is clear: large data-sets are the lifeblood of robust machine learning algorithms.
|
|
Meanwhile, OpenAI was unable to beat existing methods for the SUBJ and MPQA data sets.
|
|
First, the baseline probability of force in each of the data sets is substantially different.
|
|
In my research, I have helped stitch together disparate data sets and fill in gaps.
|
|
Better algorithms and more diverse data sets have improved facial recognition significantly in recent years.
|
|
SPLC leveraged existing data sets, private and governmental, that categorize landmarks and historic site markers.
|
|
Bias Companies should strive to avoid bias in A.I. by drawing on diverse data sets.
|
|
They first gathered more than 100,000 tweets used in two widely cited academic data sets.
|
|
Complete data sets for all 50 states may not be available until January or February.
|
|
And algorithms are only as good as the data sets upon which they are built.
|
|
What gives Google its distinct advantage in this space is its truly staggering data sets.
|
|
"Exposed within the repository are massive data sets belonging to Alteryx partners Experian, the consumer credit reporting agency, and the US Census Bureau, providing full data sets for both Experian's ConsumerView marketing database and the 22019 US Census," UpGuard said in a blog post.
|
|
Harm need not be deliberate; biased data-sets used to train predictive models also wreak havoc.
|
|
Cray's supercomputing systems can handle massive data sets, converged modeling, simulation, artificial intelligence, and analytics workloads.
|
|
Because those data sets have been used time and time again, they are viewed as reliable.
|
|
The demographer from Michigan who a year or two ago looked at all the data sets.
|
|
If you're generating a lot of data, Dataiku helps you find a meaning behind data sets.
|
|
Perhaps most notably, algorithms are now capable of drawing up maps based on existing data sets.
|
|
What if, instead, they shared their tools—and more importantly, the massive data sets they've assembled?
|
|
Because not everybody has read every edge case, those will necessarily come from smaller data sets.
|
|
They harvest immense visual data sets of images, videos and other visual data from their consumers.
|
|
In the scramble for big data sets to fuel AI utility, clearly very little is sacred.
|
|
These data sets are clear: There are big racial disparities in police's lethal use of force.
|
|
"As machine learning and data sets improve, those bots are going to become smarter," Gurle said.
|
|
A biased world can result in biased data sets and, in turn, bias artificial intelligence frameworks.
|
|
Richer data sets might also permit more complex predictions, like identifying patterns indicative of mental health.
|
|
Navlakha created an olfactory-based similarity search algorithm and applied it to data sets of images.
|
|
But you can still crucially, through our technology, combine the knowledge across those different data sets.
|
|
HE skirts this by generating aggregated, non-specific reports about the comparisons between these data sets.
|
|
The data sets had been uploaded to Amazon's cloud system by two different Facebook app developers.
|
|
"Artificial intelligence depends on massive data sets from around the world to be effective," Mehlman said.
|
|
Unfortunately for startups, big technology companies typically have huge, proprietary data sets that span many industries.
|
|
We explained why Google is getting retro when it comes to ways to encrypt data sets.
|
|
"There's this assumption that big data sets are going to be the difference maker," Dalio added.
|
|
Larger data sets in many domains have become available to train models more extensively as well.
|
|
Algorithms can result in biased decision-making when trained by data sets that reflect past discrimination.
|
|
Deep learning involves programming computers to come up with even more sophisticated analyses of data sets.
|
|
Mr. Ghitza found similar figures as The Upshot's estimates using different data sets and different models.
|
|
The startup is also building a marketplace with 3,000 data sets and 1.5 terabytes of data.
|
|
"The CPI data didn't confirm what those other two data sets said about inflation," he said.
|
|
After selecting your data sets, you need to make sure BigQuery can ingest all this data.
|
|
So the commercial demand for gaining access to large-scale public sector data-sets is clear.
|
|
Currently, there are no reliable data sets that can be used for year-on-year comparisons.
|
|
And that's just because there aren't as many African people in these company's reference data sets.
|
|
Researchers also found "substantial racial bias" against African Americans in all of the data sets tested.
|
|
The founders tracked the customer data sets we looked at and the specific reports we ran.
|
|
To do so, he said, he needed data sets by region or, better yet, by farm.
|
|
Even as the telescope enters retirement, astronomers will continue to mine such data sets for years.
|
|
And computer programs that analyze huge data sets quickly have helped interpret years of these recordings.
|
|
To do so, he said, he needed data sets by region or, better yet, by farm.
|
|
The bigger these data sets become, the more accurate and powerful the models and the predictors become.
|
|
"Phylogenetic data sets submitted to this journal should be analysed using parsimony," the editorial reads. https://twitter.
|
|
"When you can get these giant data sets, and then apply artificial intelligence to them," he said.
|
|
These data were based on five global temperature data sets that were independently maintained, the WMO added.
|
|
They tried reverse engineering AI models built on those platforms from a series of common data sets.
|
|
The data sets will be open source, available for any and all to look at and study.
|
|
Both of these can leverage the other data sets and improve their own safety protocols and procedures.
|
|
Best has experience posting large data sets, and wondered if she could host the files on archive.
|
|
U.S. government debt prices were mixed on Friday as investors digested a number of key data sets.
|
|
It comes equipped with key ingredients including hyperparameters, data-sets, model architectures and learning rate decay schemes.
|
|
Large and complex data sets pose challenges for any organization about to embark on an analytics deployment.
|
|
Big data refers to the analysis of very large data sets to reveal patterns, trends and associations.
|
|
The magic ingredient for creating revolutionary new machine learning services is extraordinarily large and rich data sets.
|
|
This grew out of Hoodline's initial thesis that it could use public data sets put out by .
|
|
Tech giants are increasingly working towards assembling better, more diverse data sets to combat the second issue.
|
|
Increased autonomy for space exploration means greater data sets, which means greater potential for ground-breaking discovery.
|
|
Similarly, Nexla takes data and puts it into data sets based on what the data looks like.
|
|
Today's businesses must learn to embrace and fully understand the huge data sets they're engaging with daily.
|
|
Shift Technology uses artificial intelligence and huge data sets to detect patterns and flag fraudulent insurance claims.
|
|
The two data sets were then matched up to create the "world's first data-distilled rum recipe".
|
|
Previous reports have relied on information from publicly-available data-sets, as well as 23andMe's own database.
|
|
Eleanor Lutz has a running list of scientific topics for which she wants to find data sets.
|
|
The hope is that capsule networks could achieve the same results working from much smaller data sets.
|
|
The researchers maintain that the data sets were controlled for race, gender, age, and facial expressions, though.
|
|
The French government wants to find algorithmic bias and test data sets against Facebook's automated moderation tools.
|
|
Around 200 anonymised data-sets on pollution, energy use, health and other matters have been released online.
|
|
These capabilities increase with support for commercial data sets from Xignite, HouseCanary, Remind, AccuWeather and Dow Jones.
|
|
Developers can choose from a variety of standardized model architectures, publicly available training data sets and tools.
|
|
It's math and statistics and pattern recognition and using a lot of data in different data sets.
|
|
He and his collaborators started asking around for data sets, and amassed dozens from across the globe.
|
|
CatRobo's AI-enabled model will broaden the data sets lenders use to inform their credit-lending decisions.
|
|
It used machine learning and alternative data sets to make the determination whether to issue the cards.
|
|
But we will be very transparent about the survey, releasing data sets and offering a detailed methodology.
|
|
That also includes helping customers draw connections between data sets, whether they be alternative, traditional, or both.
|
|
This isn't the first time the map of the world has been reimagined using interesting data sets.
|
|
The NYPD figures fall roughly in line with other cocaine-fentanyl data sets previously reviewed by VICE.
|
|
These are similarly spurious: the data sets are sparse and simple, the outputs binary or highly limited.
|
|
To solve the problem, NextHealth has to combine effective targeting with smart applications of existing data-sets.
|
|
As the name suggests, this service lets you aggregate all your data sets in a single interface.
|
|
Has there been a public discussion of the serious ramifications of re-identification of medical data sets?
|
|
Another challenge is in cleaning up data sets they can then be used to train AI programs.
|
|
When working with these seismic data sets, were there particular sounds that were more satisfying than others?
|
|
"The people building these data sets seem to have had no idea what's in them," he says.
|
|
So, tl;dr: Sony has trained its model on data-sets of pets too, not just humans.
|
|
All of this begs another question: Why does Facebook's mother-of-all-data-sets exist at all?
|
|
Those positive data sets helped maintain the positive market sentiment that has been building in recent weeks.
|
|
And there is no way to confirm that the data sets that they amassed are actually gone.
|
|
A.I. generally works better when it has large and varied data sets from which to draw information.
|
|
Christopher Wylie This is really important for people to understand: Data sets are connected to each other.
|
|
Another group is tasked with scrutinizing data sets that researchers have identified as particularly useful or vulnerable.
|
|
The data sets we used were not originally collected to specifically study Neanderthal DNA in modern humans.
|
|
Students studying climate change might have other data sets in mind they would like to see graphed.
|
|
Examples of data sets available via the myPersonality project Examples of data sets available via the myPersonality project A Facebook representative told me they were concerned that the vetting process for getting access to the data set was too loose, and furthermore that the data was not adequately anonymized.
|
|
This is great for small data sets and more simple analyses, but Python's libraries are much more practical.
|
|
When GWAS was first deployed on genetics data sets in the early 2000s, it didn't discover many correlations.
|
|
They then tracked what happened as the networks engaged in deep learning with 3,000 sample input data sets.
|
|
Hence DeepMind also working with U.S. data sets to try to develop a predictive AI model for AKI.
|
|
It can also be used to train machine learning models over encrypted data sets owned by different parties.
|
|
That the program becomes far more error prone when exposed to multiracial data sets is also extremely troubling.
|
|
Each vendor will train their models on different data sets, which may not be relevant to your environment.
|
|
Asked last week if Eunoia had used any data sets on Facebook users, Wylie's lawyer, Allen, was adamant.
|
|
An ability to quickly and easily refine analytic models is especially valuable when your data sets aren't perfect.
|
|
He created data sets on the highest incomes, findings from which would support the slogans on protesters' placards.
|
|
A central challenge for researchers (and society) is that current data sets lack both volume and ethnic diversity.
|
|
AI is particularly useful in finding correlations across data sets that humans would never know to look for.
|
|
Recent advances in computing mean that vast data sets are no longer too unwieldy for use by researchers.
|
|
Above other machine learning methodologies, deep learning has become particularly attractive for mining patterns from large data sets.
|
|
Blanchett reviewed one of the best available data sets - the University of Michigan Health and Retirement Study (HRS).
|
|
The biggest challenge now for Bali and the researchers is getting access to adequate data sets for study.
|
|
When used by universities and research institutions, socio-economic data sets guide our fundamental understanding of the world.
|
|
"It's just a great demonstration of how powerful the Clipper data sets are going to be," says Raymond.
|
|
Computer programs are made by humans who bake in certain design goals and draw on certain data sets.
|
|
Guardant Health focuses on oncology research by collecting vast data sets, advanced data analytics, and proprietary blood tests.
|
|
These open source data sets are quite robust and often will prove an adequate substitute for encrypted data.
|
|
There are some other data sets out there, he noted, but the government's survey is the gold standard.
|
|
Data teams can build new data sets and set them to update automatically every day, or more frequently.
|
|
"Two years ago, there were zero data sets about use of force or officer-involved shootings," Ross said.
|
|
He felt that quantum computing wasn't feasible for the kinds of data sets enterprise customers want to analyze.
|
|
Discrepancies between the two data sets are being analyzed at the agency's space operations center in Darmstadt, Germany.
|
|
One of the academic community's earliest known Facebook data sets was collected in 2006 by Harvard University professors.
|
|
Those on opposing sides of the issue tend to rely on different data sets to understand the problem.
|
|
And the edge belongs to algorithms, data sets and funds that track indexes and countless other investment themes.
|
|
When we acquire data sets, we contractually mandate that our partner's data is collected with opt-in consent.
|
|
In addition, the company has added more information about the data sets and the organizations that publish them.
|
|
In total, Google says, there are about 2 million U.S. government data sets in the index right now.
|
|
Identifying partners across – facially disconnected data sets that you can bring together, it is a new enforcement tool.
|
|
Because the models are available as public data sets, anybody will be able to make use of them.
|
|
Combining the disparate data sets, the system matched about 3,000 phones with faces, with varying degrees of confidence.
|
|
Presumably, bias issues in facial recognition will improve over time, as the technology learns and data sets improve.
|
|
But she noted that analyzing data sets and teasing out causation from correlation is slow and tricky work.
|
|
Now, cosmologists like Lee can collect and analyze data sets that scientists 75 years ago could only dream about.
|
|
Part of that is being able to do queries across the data sets they have brought into the platform.
|
|
The researchers plan to keep studying these questions, hopefully by using even larger data sets of people's genes.[Science]
|
|
It already controls massive data sets on its users and has repeatedly proven itself willing to abuse this privilege.
|
|
For one, scientists keep using the same well-established data sets they've always been using, which are largely European.
|
|
Amazon also says DSSTNE is designed to work with sparser data sets than TensorFlow and other deep learning frameworks.
|
|
For some data sets and masking techniques, the neural network success rates exceeded 80 percent and even 90 percent.
|
|
The tool integrates numerous data sets, from Climate Central's sea level rise database to NASA and NOAA remote sensing.
|
|
Blockchain is not a panacea for these problems — specifically as applied to the foundational AR Cloud SLAM data sets.
|
|
Caveat Emptor: Do not believe the ML hype unless you have seen the results on your own data sets.
|
|
Training data is a big deal across AI teams looking to educate models on data sets of relevant information.
|
|
He proposes that companies holding large data sets be regulated as "information fiduciaries" with additional consequences for improper security.
|
|
TIBCO sells software to enterprises that help them integrate disparate data sets, manage application programing interfaces and analyze data.
|
|
In theory, all three of these data sets would be very close to one another, and they usually are.
|
|
If the data sets it finds do not show any strange patterns, CORVIDS is unlikely to show oddities either.
|
|
But the episode underscored how big data sets held by Silicon Valley companies can be used for unintended purposes.
|
|
Startup companies should be focused on building products that capture large data sets and have a strong network effect.
|
|
What it means: Climate models are constantly being refined to reflect advances in science and improvements in data sets.
|
|
But it involves the identification, storage, analysis and usage of massive data sets to better predict behaviors and outcomes.
|
|
SourcesIn order to study the effect of ads on polls, we needed comprehensive data sets about each of them.
|
|
RBC can combine its massive data sets with custom code to help provide answers to these sorts of questions.
|
|
"And we can build off existing data sets, like where someone has a back catalog of content," added Hocking.
|
|
Their calls would be recorded, transcribed, and annotated, then sold as data sets to research teams and computer scientists.
|
|
"They're picking [answers] based on biases in the data sets, rather than from facts about the world," says Batra.
|
|
Still, regardless of motivation, it's definitely a net benefit to have data sets like this available to the public.
|
|
The results may not be surprising, but it's interesting to see researchers combine existing data sets through machine learning.
|
|
Yet a growing body of research suggests the risk of de-anonymization on high dimension data sets is persistent.
|
|
The discrepancy between the two data sets can color one's view of the state of the crude oil market.
|
|
The Launchpad Studio aims to address these needs head-on with specialized data sets, simulation tools and prototyping assistance.
|
|
That, if we throw more machine learning and giant data sets at the problem, we could stop the madness.
|
|
The result is that local police data sets are both incomplete and too small to create useful criminal databases.
|
|
However, for specialized, business-specific problems, startups and enterprises will need to build their own models and data sets.
|
|
You'll have roughly 24 high-pressure hours to deliver the goods using their APIs, data sets and other tools.
|
|
Across data sets with 355,258 participants, they did find a small, negative correlation between digital technology and well-being.
|
|
There also are data sets consisting of spam emails, tweets in multiple languages, blog posts and legal case reports.
|
|
It gives IPG access to billions of consumer data sets to its grow its data-driven, ad-buying business.
|
|
Technology companies are deploying artificial intelligence across massive data sets to advance understanding of Parkinson's, Alzheimer's and other diseases.
|
|
A.I. safety will include techniques for understanding the justice and fairness of data sets used to build machine learning.
|
|
So far he has found forgotten data from 140 old data sets for 1,500 locations that could be resampled.
|
|
She explained that the publicly available data sets on the EPA website are hard to use without programming skills.
|
|
And this is just the first step; Anguelov says Waymo intends to release further data sets in the future.
|
|
Because they're also usually prestigious, they attract more researchers and more funding to build bigger and newer data sets.
|
|
For Katz, it's the continuation of a longstanding mission to create transparency for data sets that were previously opaque.
|
|
Artificial intelligence is often trained on vast data sets that even its creators haven't quite wrapped their heads around.
|
|
Teams across sectors could advance new solutions by leveraging open government data sets and open source information from platforms.
|
|
One of the other data sets is labeled "OXY," and every record in it also contains an "OXY" tag.
|
|
Pipkin is a drawing and software artist from Bee Caves, Texas, who produces intimate work with large data sets.
|
|
For now, they are looking at rates starting at 40-50% automation, or more for less complex data sets.
|
|
Powell's remarks will come after the release several disappointing data sets that have increased expectations of easier monetary policy.
|
|
Studies find that immigrants, as a group, commit fewer crimes than natives, but some data sets tell different stories.
|
|
It can be used to model climate change situations, for instance, or to perform analysis of large data sets.
|
|
They look at public data sets that list each registered voter's name, address, party registration and election participation history.
|
|
The massive data sets needed to build those computer vision and decisionmaking algorithms are rarely of the necessary quality.
|
|
The Mac Pro is designed to process heavy workloads, like handling 8K footage or processing massive data sets simultaneously.
|
|
So the two study authors used similarly weak methods on two different data sets, which explains their divergent findings.
|
|
That can get great results, but it requires building huge data sets and carefully labeling each bit of data.
|
|
AI has been proven to reflect the same prejudices baked into the test data sets that feed its algorithms.
|
|
It wasn't just Glenn Beck screaming in outrage; there were data sets and bibliographies that you could argue about.
|
|
Though terrible, such shootings are not common enough to allow the crunchers of big data sets to get to work.
|
|
And as our data sets become ever bigger, the analytical algorithms will become ever more sophisticated in revealing robust patterns.
|
|
The company's suite of products collects and processes large data sets via machine learning, statistical analysis, and high-performance computing.
|
|
Critical, Industry Embedded Datasets: Fitch believes IHS Markit's data sets are critical to its customers' workflow and difficult to replicate.
|
|
NIST not only conducted a general per 1,000 test, but also tested multiracial data sets, and this time per 100.
|
|
DeepMind set out to combine reinforcement learning with deep learning, a newish approach to finding patterns in enormous data sets.
|
|
He used Benford's law, a mathematical rule that forensic accountants use to spot potentially suspicious patterns in large data sets.
|
|
One cited by the ONS in its report combines various administrative data sets, such as NHS and national-insurance records.
|
|
"Our current limitation isn't the capability of the models but the existence of data sets at higher resolution," says Clune.
|
|
Though he says they are planning to train models on data-sets in other languages in future to expand support.
|
|
The data sets from the study provide evidence of potential risk, which he believes is critical for NASA to know.
|
|
Another worry is that a number of different data sets claim to trace global temperature from the 1870s to now.
|
|
"With faster computers, people just crunch bigger and bigger data sets, which gives them an impression of accuracy," he said.
|
|
It also said there had to be a full assessment of the risks and benefits of opening up data sets.
|
|
Unlike Git, however, Noms is written to store structured data instead of text files and support very large data sets.
|
|
Recently, they've been using a machine-learning algorithm to extract redshift information from galaxy data sets, a previously arduous task.
|
|
The hope is to have them connected to the rest of the Exchange data sets sometime in 2016, Rehm said.
|
|
The film industry often has to combine lots of different data sets in order to create realistic 3D computer models.
|
|
Sutro believes that with enough devices out in the real world, it can create useful data sets for water quality.
|
|
Historical data is useful only when it is given meaningful context, which many of these data sets are not given.
|
|
Tech We're Using Ben Casselman, an economics reporter, uses a programming language called R and works with vast data sets.
|
|
The algorithms learn to identify patterns and assumptions from those data sets that are then applied to process new information.
|
|
Once on the website, users can post data sets, which other users can explore, query, chart and contribute to them.
|
|
However, the company proposed using a common cryptographic technique called hashing to match individuals who were in both data sets.
|
|
By using two independent data sets, the researchers answered a second question: Is the Chinese government's air quality data trustworthy?
|
|
Nine cities, including Washington, New York and San Francisco, have contributed data sets, including those detailing crime, schools and transportation.
|
|
Basically, it works by taking data sets and classifying them into different clusters centered around certain mean or average values.
|
|
Big tech conglomerates have a strong market advantage when it comes to the size and scope of their data sets.
|
|
As the trail of digital crumbs we leave behind grows longer, the ability to re-identify "anonymous" data sets increases.
|
|
The re-identification of personal medical data sets is not some wild dystopian nightmare, but a real and rational fear.
|
|
"Machines are better at grinding out statistical deviations, [and] abstracting patterns from large data sets," Andrew Gardner at Symantec said.
|
|
But among the various data sets on offer that night, one had controlled the website that ran the precinct tally.
|
|
Judgment is also indispensable, especially in complex situations, and the capacity for good judgment rests within people, not data sets.
|
|
It includes projects to collate soil geochemistry data with groundwater data sets into predictive maps for highly prospective mineral regions.
|
|
Glisten: Glisten uses computer vision and machine learning technologies to develop better, more consistent data sets for e-commerce companies.
|
|
Online, we traffic in algorithms, aggregations and demographic data sets, the pseudoscientific dressing for old habits of generalization and stereotyping.
|
|
He and Crawford point to other more recent data sets that have attempted a more nuanced approach to sensitive labels.
|
|
After all, economists are finding themselves in uncharted territory, using unfamiliar data sets, and are bereft of a good precedent.
|
|
Social Science One is an effort to get the Holy Grail of data sets into the hands of private researchers.
|
|
So Textio kind of slices and dices the data sets so that you get the set that is most relevant.
|
|
"All these sociological and quantitative data sets on the labor side would cost as much or more money," Burgess says.
|
|
"The future is going to be this combination of the quantitative processes ... as well as the data sets," Recce said.
|
|
But regulating the export of software is notoriously difficult, especially when many key algorithms and data sets are open source.
|
|
So in 2017 you can claim you have psychological profiles of 220m U.S. citizens based on five thousand separate data sets?
|
|
It sounds easy, and it looks easy, but running search queries across different kinds of structured data sets is no picnic.
|
|
And it's a bummer for those who contributed to Mapzen's wide-ranging data sets, which included detailed info on public transportation.
|
|
Interestingly, these advancements have arguably been driven mostly by the exponential growth of (high-quality annotated) data(sets), rather than algorithms.
|
|
Resources should be devoted to ensuring that ordinary people know how to download data sets for their own research and curiosity.
|
|
U.S. sovereign bond prices wavered Tuesday, as equities rose and investors digested data sets and lackluster demand at a Treasury auction.
|
|
Data management companies like Salesforce create profiles of people through what is referred to as "stitching together" data sets, says Kwet.
|
|
The decisional work of identifying criminal actors, networks, and patterns now starts with powerful computers crunching large data sets almost instantaneously.
|
|
Unlike Git, though, Noms focuses on storing structured data (not text files) and is designed to support very large data sets.
|
|
That's great, but we are at the whim of developers collecting and processing data sets and then applying matching learning techniques.
|
|
So when they interact with AI, it presents new challenges that don't arise when dealing with data sets in a lab.
|
|
Data sets like these, along with lingering trade tensions, forced the Fed to pivot away from its two-rate-hike forecast.
|
|
The most common use case is the knowledge graph, which is what lets us see connections in a huge data sets.
|
|
If you're in the federal government, he says, the platforms and data sets exist to identify where success rates are climbing.
|
|
That said, this research shows that mobile technology can be used to gather massive data sets and at very low cost.
|
|
These are weighty topics, like how biased data sets affect the decision-making algorithms used for criminal sentencing and job hiring.
|
|
Those first experiments were successful, but to build a full-scale product, the team needed more data and cleaner data sets.
|
|
That might be especially true when the data sets become increasingly large and simply managing them becomes a huge technical effort.
|
|
"Different companies have different reference data sets and different algorithms, hence the variance in results," a spokesman from 99.993andMe told me.
|
|
He asked me to also upload my Ancestry data, and ran both data sets again after GenCove's algorithm had been updated.
|
|
The companies assailed the economic analysis of Mr. Shapiro, saying the data sets used were not complete and cherry-picked points.
|
|
When I visited him in his office at the university, he fired up an array of hard-drive-straining data sets.
|
|
So really it needs access to the large data-sets the NHS holds if it is to build anything of worth.
|
|
Facebook has reportedly taken steps to make anonymized data sets available to researchers to understand how election interference happens on Facebook.
|
|
With natural language search, users can pull up specific data sets from those catalogs much more quickly than with traditional methods.
|
|
To accomplish that, the models need to be trained on large data sets to unearth boundaries and relationships in the data.
|
|
Required for this are data standards so that technology can be consistently applied to related data sets across multiple U.S. regulators.
|
|
These new data sets can help companies and governments uncover hidden patterns, unknown correlations, user trends and other useful business intelligence.
|
|
Professor Anderson's contributions lay the groundwork for an advanced analysis of data sets containing not just dozens but thousands of variables.
|
|
They are a permanent member of the UNSC, and their intelligence has contributed greatly to the common data sets of Europol.
|
|
The Obama administration has also proactively released more than 180,000 data sets on a federal government website named, appropriately enough, Data.gov.
|
|
They should demonstrate that they have high quality and complete data sets to calculate their primary and secondary credit exposures there.
|
|
"These vast, emerging data sets on how people interact surely offer qualitatively new perspectives on collective human behavior," the researchers wrote.
|
|
You need very, very big data sets, where you can sort of control lots and lots of variables in people's lives.
|
|
The training data sets should be large enough and diverse enough to learn the many ways in which faces inherently differ.
|
|
But that platform can be reused for other unstructured data sets… this will be helpful for IBM in other business areas.
|
|
Sentieo is an investment research software suite that uses AI to scan financial documents, analyze alternative data sets and create visualizations.
|
|
They also need access to large data sets for training, which may not be available or may be difficult to build.
|
|
The papers that end up in the most prestigious venues tend to be the ones that collect very large data sets.
|
|
They standardized individual data sets and evaluated each site separately and then combined them into regional populations to look at changes.
|
|
"That by-catch number is alarming, but there are a lot of uncertainties, because the data sets are insufficient," Mustika said.
|
|
The market is locked up, but Loft thinks it can create transparency and liquidity with open data sets for property value.
|
|
To calculate the supply, we mapped out cities' transportation systems using publicly available data sets, including General Transit Feed Specification data.
|
|
Regulators want to subject data sets used to design machine learning technologies to human oversight as well as new disclosure requirements.
|
|
If you're a business analyst, you can take advantage of Dataiku's visual coding tool to get insights from your data sets.
|
|
Many companies compete in the market for political microtargeting, using huge data sets and sophisticated software to identify and persuade voters.
|
|
Not only do our two subcountries reason differently; they draw upon non-intersecting data sets and access entirely different mythological systems.
|
|
Other large data sets sought by researchers include the wide range of consumer information held privately by companies of every size.
|
|
Even at that percentage of 25 percent diversity, it's the largest data sets that are out there in these different populations.
|
|
These people might not necessarily have any malicious interest in the data itself, but simply collect, swap and archive data sets.
|
|
The team relied on previous data sets and models, such as the Integrated Global System Modeling framework, a data analysis tool developed by MIT researchers for studying human activity and the climate system; the MIT Economic Projection and Policy Analysis model for economic projection; and data sets detailing water use in different regions in Asia, among others.
|
|
Now, hundreds of thousands of people have joined public genetics data sets, like the UK Biobank, which has data on 500,000 people.
|
|
The company's software processes national data sets to create reports on the infrastructure assets of major oil and gas and utility companies.
|
|
Analysts expect to hear significant updates on Siri, which could include anything from pulling in additional data sets to handling more tasks.
|
|
Or Sema4 and other companies could join forces to assemble large data sets for ambitious endeavors like the Resilience Project—only bigger.
|
|
The collected data is then cross-referenced with existing geospatial data sets to develop accurate maps of Britain's roads and surrounding areas.
|
|
Don't forget that Image Captchas are basically a means of forcing plebeians to label image data sets for training machine learning models.
|
|
These jurisdictions are committing too pen these data sets and engaging the community, which will engage tech folks, both locally and nationally.
|
|
Finally, course four dives into advanced skills, helping you make sense of large data sets with tools like PivotCharts and Conditional Formatting.
|
|
This was facilitated by the availability of large, labeled data sets (thanks internet!) and hardware in the form of GPUs (thanks gamers!).
|
|
The artist Mimi Onuoha curates "On Missing Data Sets" — a list of pieces of information that are absent from the public record.
|
|
Everyone says it's an anonymized, aggregated data, but there are ways data scientists have been able to back into these data sets.
|
|
It combined this with public data sets to create its own machine learning technology that's used to organize and classify iPhone photos.
|
|
The utility of a neural network (and machine learning, in general) is in its ability to make generalizations from large data sets.
|
|
The data sets allayed some fears that a bruising trade war between the two countries would tip the world into a recession.
|
|
That disparity was consistent in two different data sets: one from New York City, and one from the Police-Public Contact Survey.
|
|
With Vinli's deep background in vehicle intelligence, it's well suited to continue to grow and provide rich data sets of vehicle information.
|
|
"Some are even proposing making the tech giants open up their data sets, or creating a new specific tech regulator," he said.
|
|
The company was founded in 4993 and gets its data from a variety of sources, including both commercial and open data sets.
|
|
It then took five years to combine two data sets from Australia's CSIRO Parkes dish and the Max-Planck telescope in Germany.
|
|
Cruise isn't the only robotics-focused company (or autonomous vehicle company for that matter) to open-source data sets or other tools.
|
|
This platform allows enterprises to build their data pipelines across data storage systems and prepare data sets for data scientists and engineers.
|
|
The startup says its deep learning algorithms are, by contrast, capable of learning patterns on complex, distributed data sets like social networks.
|
|
And that's the core principle of what's behind InfoSum… I can connect knowledge across two data sets, as if they've been pooled.
|
|
Much of the recent software that has shown a meaningful impact have two aspects in common: large existing data sets and automation.
|
|
After loading data sets into the app, users are able to isolate particular data points and make edits in appearance and classification.
|
|
Facebook has recently cracked down on the use of data brokers that suck in public and purchased data sets for ad targeting.
|
|
Over time, the company has gathered large data-sets about patient health, which can help it figure out which interventions are working.
|
|
"It is increasingly evident that security will be defined by platform, massive data sets and a very large ecosystem effect," said McLaughlin.
|
|
One of the largest data providers in the world wants to make it easier for investors to digest complex, unique data sets.
|
|
In fact, Kamel said one of the most statistically powerful data sets the company has released came from obtaining its exclusive rates.
|
|
It also inked an MoU with the Trust where the pair set out their ambition to apply AI to NHS data sets.
|
|
We help city agencies determine what data sets they can use to help solve any number of problems that they may have.
|
|
It's the ability to overlay the old and new data sets to spot surprising trends that will set the best traders apart.
|
|
Enigma uses public data sets to explore all sorts of trends, including the booms and busts of North Dakota oil wells, above.
|
|
In contrast to other data sets, it takes things up a notch by offering multiple labels for bounding boxes within relevant scenes.
|
|
" Machine learning — a kind of artificial intelligence that's trained on huge data sets and then learns on its own — is the "brains.
|
|
Both data sets are in line with the overall trend that the Earth's climate is warming because of human-caused climate change.
|
|
There are a number of overlapping reasons it is difficult to build large health data sets that are representative of our population.
|
|
Political polarization is a tricky thing to measure, and there weren't good data sets that covered comparable countries over extended time periods.
|
|
The latest data sets from the country released Tuesday and Wednesday paint something of a mixed snapshot of the economy, analysts believe.
|
|
A company called Digital Surgery is trying to smarten robots by feeding visual data sets of surgical procedures into artificial-intelligence algorithms.
|
|
Lowe can't be sure how long the materials in his Tutankhamun facsimile will last, but his data sets have no expiration date.
|
|
I want to know exactly what data sets you're using to determine how much wealth there is in the top 0.1 percent.
|
|
"We really spent on building a technology stack and understanding the intricacies of fintech and capital markets-grade data sets," said Bartel.
|
|
To decode what they believe is actually happening, followers of Q sift through the president's tweets, government data sets or news articles.
|
|
Even huge data sets like Ascension's might not be enough to develop tools that can avoid wasteful false positives and missed clues.
|
|
Increasingly, the data sets sought by researchers are not the limited experiments conducted on a group of volunteers recruited for a study.
|
|
Then the third thing that you have if you're a large COO that you don't have if you're a startup is data sets.
|
|
You've talked about psychographic profiling, analytics about the amount of data sets there are, and the data you can pull out social media.
|
|
The triggers extend beyond Trump's tweets and include other data sets, including stock prices, movements in indices and currencies and even economic data.
|
|
This approach reduces the storage and memory demands of working with large genomic data sets, better enabling researchers to work with the data.
|
|
What concerns him, he told CNNI's Amara Walker, was budget cuts to government science organizations like NASA that makes certain data sets unavailable.
|
|
It does not include information from historical or current investigative case data or current intelligence or threat stream data from classified data sets.
|
|
At the same time we are working very hard with our expert consultants analyzing the data sets that the EPA has put out.
|
|
IBM developed an algorithm that studies existing fragrance formulas and then compares the ingredients to other data sets, like geography and customer age.
|
|
In the 184 included lessons, you'll learn how to tackle massive data sets and bring them to life as gorgeous charts and graphs.
|
|
Researchers like Di Cesare are turning to huge data sets on average height across the globe to better understand disparities in childhood nutrition.
|
|
Rather than being organized around pages, which can contain multiple data sets and perspectives, Taskade's projects are limited strictly to one database each.
|
|
But it is true data, the data that you feed in is it could be problematic data, the data sets are so important.
|
|
To simplify the task of spotting anomalies, CORVIDS turns the possible data sets into histograms and arranges them into a three-dimensional chart.
|
|
Mr Rubio names telecommunications, quantum computing, artificial intelligence and any industry that collects large data sets as ones he wants closed to China.
|
|
The company has raised $4.5 million to build what it's calling one of the largest data sets of longitudinal cancer in the world.
|
|
It really is that simple: There are no amusing data sets, no trick questions, no distractions (unless you count the 8-bit soundtrack).
|
|
The idea with the size-range data sets was to see how tech hubs stack up in terms of launching well-funded startups.
|
|
We are really good at leveraging large data sets to accomplish specific tasks, but fall flat at replicating the breadth of human intelligence.
|
|
We know already that although machine learning has huge potential, data sets with ingrained biases will produce biased results — garbage in, garbage out.
|
|
Doing this kind of aesthetic training with software can be labor-intensive and time-consuming, as it has traditionally required labeled data sets.
|
|
Technology companies, including Apple, have made crunching large data sets much easier thanks to cloud computing, graphics processing, artificial intelligence and machine learning.
|
|
Ever faster computer processors and exponentially larger data sets are creating opportunity to apply artificial intelligence to new industries like insurance, says Cuban.
|
|
For decades, researchers have struggled to measure poverty using alternative data sets, such as social media, web search queries, and mobile network usage.
|
|
Compared to other methods, the machine learning model could also help to bolster transparency, since it doesn't rely on any proprietary data sets.
|
|
The startup helps companies create customized data sets to meet the requirements of any project, using AI to speed up the tagging process.
|
|
We also know that Zymergen uses some AI-related tools to help it understand its data sets (check its jobs page for more).
|
|
They can use the Net Zero home's data sets to inform other projects, or create projects that are completely focused on renewable energy.
|
|
As more people take DNA tests and company data sets grow, the results from those tests will also become more detailed and accurate.
|
|
Specifically, engineers need to simulate how data sets interact with users across a wide variety of contexts before AI leaves the test lab.
|
|
In the other categories you need to construct the labeled data sets yourself—ideally without hiring an army of humans to do so.
|
|
Overall, lots of smart people are settling in on this as an in-memory database to allow interactive analysis with huge data sets.
|
|
But anyone who has dug into these data sets will find that the discriminatory history of this country is baked into our geography.
|
|
The euro, which has been losing value sharply in recent weeks, gave up almost all of its session gains following both data sets.
|
|
He said the social network provided him with a number of "macro-level" data sets on Facebook friendships and the use of emoticons.
|
|
Bloomberg LP is hoping to improve how it assists customers who want to use alternative data but lack experience with complex data sets.
|
|
Until recently, researchers mostly used much smaller data sets, which tend to have a lot of random variation, making results hard to interpret.
|
|
This includes scholarly-journal-worthy articles but also manuscripts of books, lecture notes and slides, media files and data sets, and much more.
|
|
With the democratization of machine learning comes new risks for businesses that have too many workers manipulating data sets and models without oversight.
|
|
Now, we are combining this work with tech-company data sets to which we're getting access, in order to really dig into cities.
|
|
All of the things we know about the characteristics of bots basically come from periodically data sets get released of known bot accounts.
|
|
Google open-sourced its differential privacy tool, to help any company that crunches big data sets invade your privacy less in the process.
|
|
Davidson and his colleagues tested racial biases by training a model with data sets including the ones that Sap used, plus three more.
|
|
Prestigious institutions and the press To do the kinds of analyses described here, you need large data sets that researchers can pore over.
|
|
That might be part of the solution, though it's worth noting that not all efforts aimed at building better data sets are ethical.
|
|
The paper is the latest in a burst of economic research made possible by the availability of huge data sets and powerful computers.
|
|
For example, the researchers relied on existing data sets to reach their conclusions rather than personally following people of different generations for decades.
|
|
The ABS argued the extra time was necessary to enhance the value of the data by combining it with other national data sets.
|
|
But the proliferation of these data sets has made it easier to identify some of the millions of individuals whose information was collected.
|
|
There is no suggestion that any hedge fund or alternative data vendor are doing anything illegal by using these new digital data sets.
|
|
As it becomes easier for companies to parse out data, the need for workers to interpret those data sets is becoming more crucial.
|
|
For categories like race and gender, the solution is to sample better such that you get a better representation in the data sets.
|
|
It includes everything a data scientist would need to get started, including ways to organize notebooks, data sets, code and models, for example.
|
|
Climate scientists, some of whom had worked on the data sets, voiced support for the work of Mr. Karl and the other researchers.
|
|
The information comes from data sets that Ancestry collects, and the video made it clear that the numbers they gave me are estimates.
|
|
Using advanced computing technology and novel data sets, they cataloged the economic fallout that market forces have wrought with unprecedented specificity and range.
|
|
The ways in which the census's data sets are flawed suggests the underlying reality might be even better than Tuesday's rosy report suggested.
|
|
Teams will use a variety of APIs, data sets and other tools to design, create and submit a working product in approximately 24 hours.
|
|
Large (digital) data sets exist or can be created containing input-output pairsThe more training examples are available, the more accurate the learning.3.
|
|
Ancestry tests are based on sound science, but variables in data sets and algorithms mean results are probabilities, not facts, as many people expect.
|
|
Founder and CEO Irfon Watkins aims to use blockchain to provide trust for corporates or individuals in data sets for public and enterprise use.
|
|
It's a statistician's sexiest dream—some of the largest data sets in human his- tory, the ability to run trials on mathematically meaningful cohorts.
|
|
"The way you ask questions and the ordering matters, and that is something that is very typical in quantum data sets," Perdomo-Ortiz said.
|
|
If you're more of a hands-on learner, you'll be able to download multiple data sets and practice on them to your heart's content.
|
|
The idea is to use it to verify and connect the passenger data sets which are currently siloed between airlines, governments and security agencies.
|
|
OpenGov says that customers will be able to use both on-premise and cloud-hosted Open Data libraries to augment their own data sets.
|
|
In it, computers comb through enormous data sets of human genomes to find variations among them that point to disease or traits like intelligence.
|
|
You have access to the best data sets, machine learning, and you have to create a model that can understand things as it happens.
|
|
But in doing so, Facebook also formalized its policy that advertisers could still buy these data sets from data brokers and upload them themselves.
|
|
However, Facebook stops short of scanning the lists for suspicious info, such as blocks of contact info that match hacked or purchased data sets.
|
|
It occurs when data sets change inherently in one direction, not because one variable depends on the other, but due to an external factor.
|
|
The company says that relational mapping can reduce or remove the need for joint operations that integrate different data sets and create data warehouses.
|
|
With a bias towards deep learning, these companies are exploiting unique data sets and readily available compute to automate tasks that were previously inconceivable.
|
|
One of the longest data sets available to track American attitudes about free trade is a survey by the Chicago Council on Global Affairs.
|
|
As they get better at applying artificial intelligence and other techniques to those data sets, they will increasingly have an edge, according to insiders.
|
|
With tech titans democratizing access to AI toolkits to attract cloud computing customers, data sets are one of the most important ways to differentiate.
|
|
In terms of lethal uses of force, however, the study claimed to find no racial disparity in police shootings, based on two data sets.
|
|
Only 800 hackers will be accepted to have a day and a half to build projects with sponsored APIs, data sets and other tools.
|
|
You must have both massive data sets and specialists with decades of training to ensure that the computer models are up to difficult tasks.
|
|
Of course, you won't be able to develop sophisticated models and software like Google has without the proper expertise, resources, and sizable data sets.
|
|
In Barcelona, for example, the city government opened up its data sets to citizens to encourage shared use among private, public and academic sectors.
|
|
The AI learns from studying millions of documents and other language-based data sets, along with computer generated misspelled words, and, yes, user feedback.
|
|
"The data sets vary in when they were last updated, the data points present, and the number of unique individuals in each," UpGuard said.
|
|
So the question remains whether we are comfortable with a freemium commercial model being leveraged to acquire advantageous access to taxpayer-funded data-sets.
|
|
Or, where there's two InfoSum users linking different data sets, they could use it for propensity modeling or lookalike modeling of customers, says Halstead.
|
|
The 2017 iCarbonX deal was designed to marry the Chinese company's artificial intelligence technology for improving health care with PatientsLikeMe's customers and data sets.
|
|
Similarly, AR (augmented reality), or autonomous vehicles require big data sets, which is why Microsoft bought LinkedIn or why IBM bought Proven Health Analytics.
|
|
The filing reveals that Intel and Cloudera share a joint product roadmap that focuses on improving speed and security for processing massive data sets.
|
|
It was Hollywood's ability to blend these disparate data sets to create realistic 3D models that Reilly wanted to apply to the scientific enterprise.
|
|
Certain studies require sensitive data sets: the relationship between nutritious school lunch and student health, the effectiveness of salary equity initiatives, and so on.
|
|
On its face, many will blame technical complexity for the slow movement toward integrated personal-health data sets, but interoperable standards are increasingly commonplace.
|
|
This system is one of the best occupational data sets the government has and it is widely used by federal and state agencies nationwide.
|
|
However, it's not a fool-proof process, as even the most advanced firms still sometimes struggle to get an edge using the data sets.
|
|
Phelim wrote python scripts to help me to combine, manage, and analyze the data sets (there are no good tools to automate this, yet...).
|
|
Past studies of high-growth entrepreneurship and age have yielded conflicting results, based in part on small and selected data sets that researchers studied.
|
|
"You refine your pitch over time and alongside that you can show better data sets and all the milestones you've achieved in that time."
|
|
Other technology companies, including Facebook and AI Foundation, have supported gathering and sharing benchmark data sets to help accelerate research into deep fake detection.
|
|
To do this, the algorithm — and its hardware implementation — were specifically tuned for the kind of large data sets Microsoft sees in its cloud.
|
|
"We started investing behind a number of companies that were coming up with using nontraditional data sets to try and score people," he said.
|
|
Your team will choose a challenge and then have less than two days to build projects with sponsored APIs, data sets and other tools.
|
|
Drachen is unsure whether Nintendo is capitalizing on these data sets financially, but has a few theories on how Nintendo might utilize users' answers.
|
|
Administrative data sets are the "gold standard" of data, because unlike surveys or other statistical sampling methods, they represent the entire population under consideration.
|
|
But that detracts from the wider point: if valuable public data-sets can create really powerful benefits, shouldn't that value remain in public hands?
|
|
It provides a place where a community of users with varying levels of ability and understanding can work together on data sets and models.
|
|
But Dr. Twenge said big data sets revealed broad psychological patterns shared by those coming of age amid defining social, cultural and economic events.
|
|
However, essential activities — including advances in health care, cybersecurity, financial services and fundamental scientific research — depend upon large data sets and broad data sharing.
|
|
So, if top researchers are finding flaws in widely used academic data sets, that presents a significant problem for the tech industry at large.
|
|
And why, in background comments to reporters, the claim is that any shared data sets will be deleted at the end of the pandemic.
|
|
AI expert Sandra Wachter told Business Insider it's crucial we develop more diverse data sets alongside tools to allow courts to detect biased algorithms.
|
|
Epidemiologists say the recovery rates for Covid-19 won't be clear until the outbreak is over and they can look at complete data sets.
|
|
While nearly everyone interviewed acknowledged consolidation in the space would continue, most still believe there is value in the use of unique data sets.
|
|
Body temperature data sets are potentially a huge source of information about population health, and "they have been, until now, rarely recorded," she says.
|
|
"There's a lot happening within physical stores, so being able to merge those two data sets will be incredibly important going forward," Yruma said.
|
|
What it is good at is crunching numbers and breaking down huge data sets and showing patterns that would not be visible to humans.
|
|
They complied public and private data — often at a granular level — and then used data triangulation to synthesize the different data sets and samples.
|
|
That's because these companies have substantial and unique data sets and have the right size of resources to take advantage of the the technology.
|
|
Apple officially announced the new Mac Pro in November, positioning it as machine for professionals dealing with large data sets or editing 8K videos.
|
|
Rather than analyzing data that others have collected, Angwin says the new nonprofit will be collecting data sets about technology that don't exist today.
|
|
TV buyers can now apply massive data sets to their strategy — understanding much more about a consumer than the traditional "age and gender" demographics.
|
|
Yeah, California Department of Public Health had the preschool data sets and I just downloaded them and started looking at clustering and ... Oh, wow.
|
|
They're not thinking about the implications of AI and who creates it, what data sets are put in, how unbiased or biased they are.
|
|
Nor does the latter provide the necessary public reassurance about private sector motivations when it comes to handling and processing hugely sensitive public data sets.
|
|
You have access to proprietary data sets, which today — this may change over time, but today are kind of the currency for building anything smart.
|
|
So we've got the best data sets out there on anti-Semitism and bigotry because we've been tracking this stuff literally for a hundred years.
|
|
Was it the case that you had huge data sets on these people before the door started to close on the [Facebook] terms of service?
|
|
OpenGrid was developed over the past six months after Chicago government officials kept hearing that the data sets were too unwieldy to make use of.
|
|
"The use of large data sets and analytical tools is very important in our studies of mineral and energy resources," he wrote in an email.
|
|
"Their B2B intelligence layer will be able to help us enrich our data sets when we're driving sales in the enterprise market," Gura told me.
|
|
I think of Google and Facebook and Amazon and Apple as having an insurmountable lead, given the monopoly they have on these huge data sets.
|
|
Data engineer Data engineers are responsible for developing and translating computer algorithms into prototype code and maintaining, organizing, and identifying trends in large data sets.
|
|
Its collaborative data community gives employees at large businesses a place to upload, exchange and catalog data sets, then discuss their findings with other employees.
|
|
The data for these findings comes from a large sample of real-world users, notes App Annie, combined with the company's own proprietary data sets.
|
|
It's a complex problem to be sure given the very disparate data sets that they might need to better piece together a good pricing algorithm.
|
|
You'll learn how to look up and sort information quicker via VLOOKUP, HLOOKUP, and INDEX-MATCH, and break down data sets using PivotTables and Charts.
|
|
And it takes huge data sets to sort through all the genetic noise and find variants that truly make a difference on traits like intelligence.
|
|
Mr Luechtefeld has therefore spent the past year scouring public data sets like those from PubChem, which is run by America's National Institutes of Health.
|
|
The benefits to platforms in these partnerships include new revenue streams, new learning about their data capabilities and broader enterprise dependency on their data sets.
|
|
With the right data sets, Dr Kosinski says, similar AI systems might be trained to spot other intimate traits, such as IQ or political views.
|
|
We can learn different things from these kinds of data sets than we have from the existing empirical work that's been done in political science.
|
|
But data sets are getting increasingly larger, and having the biggest and best data set is what creates a defensibility for any company these days.
|
|
They could be circuit boards, they could be the placement of components on the circuit boards, they could maybe even be machine learning data sets.
|
|
Learning is incredibly computational-intensive, but you only have to write one program, and by giving it different data sets you can solve different problems.
|
|
Instead of just throwing in the towel, companies are rapidly hiring data scientists to manage these immense data sets and help to extract important information.
|
|
He got a reputation for creating photo-quality images based on the results of data sets or those he made for friends to accompany releases.
|
|
As I said, many of them came from Field Trip, historical markers are one of the data sets that we use to locate these things.
|
|
But we also cannot blind ourselves to the critical importance of amassing big data sets for driving innovation, competitiveness, and national power in the future.
|
|
Reale is on a team in the GMAO that considers new data sets and computer models and makes sure that they are working together properly.
|
|
Today, there are more than 20,000 people on the platform working on building better data sets, and experts in that network span 46 different languages.
|
|
Second, year's-worth of data sets already existed from images taken by Landsat and MODIS that could be used to train their machine learning models.
|
|
Today, Facebook is releasing those population data sets for five countries — opening up possibilities for non-profits and NGOs working to solve tough global challenges.
|
|
Combining the two data-sets shows Sanders somewhat vulnerable among black senior voters (with many holding on to the Clinton brand since the early 1990s).
|
|
Active states focus on building a robust data infrastructure to link data sets held by different state agencies and make that data more easily accessible.
|
|
The U.S. Department of Agriculture announced last week it was suspending one of the few remaining government data sets that monitor bee populations and loss.
|
|
The law also requires government data sets, with some exceptions, to be made widely available in machine-readable format, with the CDO leading those efforts.
|
|
Because it's not that we're parsing existing data-sets and saying 'this is what you hired for last time so we'll match candidates to that'.
|
|
That's largely because the new ability to blend pattern recognition algorithms and vast data sets has been yielding spectacular results in the last half-decade.
|
|
Security firm UpGuard said they discovered two unprotected data sets that exposed the names, passwords, comments, interests, and "Likes" of hundreds of millions of users.
|
|
They allow engineers to construct training and validation data sets with an intuitive user interface, decreasing time spent on this stage from days to hours.
|
|
You could build data projects and teams, upload and share data sets, then discuss your raw data and findings with colleagues in a community setting.
|
|
Scientists routinely scour data sets on large populations looking for links between specific foods or diets and health outcomes like chronic disease and life span.
|
|
That means I'm used to working with big, complicated data sets, and to figuring out how to present them to readers in a compelling way.
|
|
After the data sets from the scans were stitched together on a computer screen, the quilt of 0s and 1s was returned to physical form.
|
|
StrattyX then wants to go one step further by giving you the tools to train a model using machine learning and user-generated data sets.
|
|
Lawyers say they are advising clients against using some data sets, given the legal and reputational damage even the slightest sense of impropriety could cause.
|
|
The researchers found, after examining two large data sets (details in the paper), that the effect of trust is as expected, across the political spectrum.
|
|
It was assumed that we would look at our customers' data sets only out of necessity, and only when our doing so was requested by the customers themselves; that we would not, under any circumstances, look up the profiles of our lovers and family members and co-workers in the data sets belonging to dating apps and shopping services and fitness trackers and travel sites.
|
|
Inertia is also a factor: Some traditional pollsters are relatively unfamiliar with voter files or have little capacity to handle and model very large data sets.
|
|
"It's a very key cog to give us one of the most complete data sets on patients and health care in the world," Mr. Kelly said.
|
|
Johnson tells me that the team plans to add more data sets over time, though the focus of the service will always remain on spatial data.
|
|
"However, lots of people suffering firearm injuries never make it to the hospital, so they do not show up in hospital cost data sets," Weiser said.
|
|
You'll learn how to impress audiences by visually presenting data in insightful ways, creating interactive dashboards from scratch, locating messy data sets, and cleaning messy datasets.
|
|
In today's world, where employees often collaborate on documents and use shared data sets to complete their work, it is impossible to prevent an insider attack.
|
|
Further complicating matters is the lack of ground truth in psychiatric data sets, a human-vetted training set with which we can test the machine's learning.
|
|
So professors Pah and Luis Amaral, another professor at Northwestern, along with a team of undergraduate researchers, combed through 535 shootings across six different data sets.
|
|
As a result, for the first time, it's becoming possible to work through massive, complex data sets in hours and minutes instead of years and months.
|
|
But using percent-increase stats for such small data sets can be misleading, and 281 was one of the safest years for police officers in history.
|
|
In such a world, user data might be sold multiple times, to multiple firms, reducing the extent to which data sets serve as barriers to entry.
|
|
The point is, healthcare-related AI needs very high-quality data sets to nurture the kind of smarts DeepMind is hoping to be able to build.
|
|
According to the company, this crossover offers privacy and security for the physical storage and management of various data sets according to local rules and regulations.
|
|
Moreover, robust quant screens, coupled with fundamental research to understand the drivers of growth and cash flow, work the best across the broadest possible data sets.
|
|
The land bank centralised city control over abandoned and vacant properties, replacing an antiquated registry scattered across 18 data sets, some of them still on paper.
|
|
With Hadoop, data sets can be stored across multiple server clusters instead of overburdening a single machine—yet data applications can access them cohesively and indiscriminately.
|
|
But using percent-increase stats for such small data sets can be misleading, and 2015 was one of the safest years for police officers in history.
|
|
A number of firms now offer software that helps the pseudonymisation of large data sets, so that such operations will not fall foul of the GDPR.
|
|
The official said U.S. government officials are also concerned about the possible use of massive data sets of American health information to create tailored biological attacks.
|
|
Mass insurers haven't figured out yet their sustainable sweet spot around telematics, but, for now, they are busy satisfying their underwriting curiosity with fancier data sets.
|
|
Investors eagerly awaited the report as it is one of the last major data sets released before the Federal Reserve holds its June monetary policy meeting.
|
|
Today, processing billions of real-time signals from our sensors, mobile devices — and relevant historical data sets — can support and inform action toward a desired outcome.
|
|
As Beijing well understands, training technologists, amassing massive high-quality data sets, and accumulating patents are key to competitive and security advantage in the 21st century.
|
|
The company was forthcoming with several of the requested data sets and, at one point, allowed regulators to interview employees at its Mountain View, California headquarters.
|
|
Effectively mining large data sets could lead to supplanting workers with artificial intelligence and machine learning systems, according to firms selling and buying data-driven technology.
|
|
The group broadly breaks up connectivity challenges by population density, using machine learning to pinpoint population centers that remain off the grid for existing data sets.
|
|
It's unclear how the principles would translate into specific development practices, although more specific recommendations on data sets and inputs may be developed in the future.
|
|
We think that training data sets and technical capabilities have gotten to the point where new products will be created that begin to make a difference.
|
|
At the very least it is, as with the other data sets evaluated, a signal that the processes involved in their creation need to be reevaluated.
|
|
Quandl was able to combine a handful of data sets based on jet tracking to create a unique feed that has been very successful, he said.
|
|
IBM also employs hundreds of AI experts to fine tune the various tools' data sets, to adjust for outliers or decisions stemming from unwanted human biases.
|
|
Investors are using more nontraditional data sets, and there's an opportunity in providing services to help oversee and manage that data, Apteo's founders told Business Insider.
|
|
When I visited the institute this fall, I saw many visualizations of information on computer screens, and they underscored the commonalities among the fellows' data sets.
|
|
To understand just how difficult the citizenship process has become, we synthesized multiple government data sets and ranked over 2628 metro areas by ease of naturalization.
|
|
Labelbox, a provider of services to create, manage and maintain data sets for machine learning applications, has raised $10 million in a new round of funding.
|
|
Depending on your fancy, there are data sets showing everything from human facial expressions and sign language to the faces of public figures and skin pigmentation.
|
|
They can also create "lookalike" lists through Fcaebook, or data sets that have similar attributes to the data targets on their lists, to expand their reach.
|
|
And there are close ties between many of these start-ups and the government, which allows companies to apply their software to huge state data sets.
|
|
Notably, creating high barriers to new services only further entrenches the few social media and data companies with established services, large data sets and financial cushions.
|
|
I was sitting on all these data sets showing reductions in violence that few people were aware of that I thought ought to be better known.
|
|
The studies that were excluded were those for which the researchers couldn't get full data sets and which didn't have comparison groups — fairly big methodological gaps.
|
|
Datasaur: A tool meant to help humans label machine data data sets more accurately and efficiently through things like auto-correct, auto-suggest and keyboard hotkeys.
|
|
You'll receive multiple data sets and soon be challenged to find insights, connect data, and learn other critical skills necessary for a successful Tableau workbook design.
|
|
After getting his Ph.D., Kosinski landed a teaching position at the Stanford Graduate School of Business and soon started looking for new data sets to investigate.
|
|
To understand the gaps, The Marshall Project obtained dozens of data sets from the Federal Bureau of Investigation and examined various combinations of killer and victim.
|
|
These two data sets have rarely been combined, which allowed the researchers to connect people's work histories with demographic data like age, education, marriage and childbirth.
|
|
For the small community of researchers who have spent decades building connectomes, the emergence of these first large-scale data sets feels like vindication, he says.
|
|
Congress commissioned the development of objective employment data, and, since the nineteen-forties, two government data sets have been essential measures of the nation's economic health.
|
|
Cambridge Analytica obtained user data through duplicitous means, but similar data sets are widely and legally available; micro-targeting is commonplace on nearly all political campaigns.
|
|
But the positive tenor of the latest data has been building for months, and includes some data sets that shouldn't be too affected by the weather.
|
|
"There are thousands of data sets and only a handful of them are actually useful," he said during a panel discussion about alternative data on Tuesday.
|
|
Several large hedge funds such as Man Group and AQR Capital Management go further, saying exclusive data sets are not worth the expense or legal risk.
|
|
A slew of key data sets are due within the next fortnight, including CPI (consumer price index), retail sales, jobs and PMI (purchasing managers' index) readings.
|
|
From the start, Mr. Assange said WikiLeaks' prime directive was to expose hidden data sets that "reveal illegal or immoral behavior" in government and big business.
|
|
Ultimately, the DCCC's final internal data sets closely reflected the final results of dozens of House races, demonstrating the accuracy and effectiveness of the polls overall.
|
|
"This is a way to aggregate different types of data sets form different companies," Danny Shapiro, senior director of automotive at Nvidia, said at the briefing.
|
|
"As we are able to cross-reference our data sets, we will be able to inform family members and reunite survivors with loved ones," he said.
|
|
The first involves doing extensive analysis of enormous data sets and automatically generating "rules" or algorithms that can accurately describe the various characteristics of different objects.
|
|
Very large genetic data sets are ideal for a new technique called Mendelian randomization, which mimics clinical trials, allowing researchers to tease apart causes and correlations.
|
|
Facebook has said they've taken steps to introduce "noise" to the data sets to anonymize user profiles and the data is strictly limited to academic use.
|
|
He has also created programmable kinetic sculptures, which can change based on different data sets or remain in constant motion to represent a variety of data.
|
|
The company provides large data sets tailored to the specific needs of an individual client, distilled in a format that's easy to use on the back end.
|
|
To find the tiny effects that individual letters of the genome have on traits, disease, and behavior, you need enormous data sets to separate signal from noise.
|
|
The two data sets can now be aligned and the latency - the time it takes for the data to travel - can be compared for the first time.
|
|
"So now you can have huge data sets that you can begin to analyze, and now that's where AI and machine learning comes in," Cosgrove told CNBC.
|
|
When the OHI team took up the task again in 2013, they quickly hit snags: Their data sets, documentation and modeling procedures were still an ugly mess.
|
|
Ideally, these data sets need to live side by side for comparisons to be made — and advances in computational layering and cloud computing can help accomplish that.
|
|
Conversely, you can search the public repository and use existing Kernels as a starting point or as a reference to experiment with different types of data sets.
|
|
"It's a tragic irony that just as we are cranking up our game, and contributing to global change research, our data sets are being destroyed," McGovern adds.
|
|
You can't blame them; gaining proficiency in Excel can set you on the path to a fatter paycheck and help you make sense of large data sets.
|
|
"When you look across the three competitors' data sets, they're all in a similar range of responses," Novartis drug development chief Vas Narasimhan said in an interview.
|
|
Smartphone apps like DreamBoard and Dreamscloud encourage users to self-report their dreams; mobile apps like iSleeping, for example, also provide large data sets of sleep patterns.
|
|
The company has been collecting data in the public domain and from its own data sets related to the emotional facial recognition research from around the world.
|
|
Subscribers will be able to access to premium financial data tools, proprietary data sets and industry research, on top of Yahoo Finance's free journalism and financial content.
|
|
We would like to collect data, sort of at scale, not just a few anecdotal interviews, but as best we can bigger data sets about these questions.
|
|
"Both of our data sets show that there was an increase in December," Amino data scientist Sohan Murthy said after reviewing both Amino's and then Athena's data.
|
|
Their concern was that the large data sets and statistical methods employed by researchers allowed for anomalies or false positives to be claimed as significant conclusions. 4.
|
|
And how much potential value could therefore be created for the nation by utilizing patient data-sets to develop machine learning algorithms for medical diagnosis and tracking.
|
|
In the report Bell also emphasizes the importance of transparency in winning public trust to further the progress of research which utilizes publicly funded health data-sets.
|
|
The platform is leveraging Google's TensorFlow and Hadoop to cut through massive third party data sets and generate insights by finding relationships between environmental and clinical data.
|
|
In a world where large data sets are becoming increasingly valuable to outside parties, it is likely that such structures and arrangements will continue to evolve rapidly.
|
|
But since the customs data has the final word, it must be assumed that total soybean exports are indeed larger than what the weekly data sets suggest.
|
|
The grand vision then is enabling businesses to tap into the data sets of their dreams in order to serve users with more relevant and powerful apps.
|
|
But Salesforce's Carney spoke up to voice concern about the risk of bias in data sets used to train AIs carrying over and into problematic automated decisions.
|
|
More errors can be caught early when developers double-check their own code before sending to QA, provide test data sets, and help to configure testing environments.
|
|
In fact, internal experiments are already underway around advanced advertising alongside Disney and Cox Communications that will be used to match data sets without sharing consumer data.
|
|
Today, the company has expanded to using wholesale sell-in data, sell-through data, warehouse inventory data and other data sets to provide multiple insights to retailers.
|
|
We are making inferences based on the different data sets that are out there and the things that they appear to point to as we learn more.
|
|
But they said they were unable to discern whether the increase could be the result of droughts getting more severe or earlier data sets being more limited.
|
|
On Kaggle, kernels are basically the source code for analyzing data sets and developers can share this code on the platform (the company previously called them "scripts").
|
|
For example, are you selling a chip, along with design environments, sample neural network frameworks and data sets, that will empower your customers to deliver magical products?
|
|
Arman and I are still doing work on this (the SEC has some data sets), but to be frank, it is very hard to operationalize and prove.
|
|
He sat down with Eric Topol, founder and director of the Scripps Research Translational Institute, who explained why large data sets can transform the future of cancer.
|
|
You can use the platform to store a ton of data for reference, reporting, and analysis, which makes it a powerful way to manage large data sets.
|
|
ET on the dot, the American Society of Clinical Oncology will release thousands of data sets ahead of its annual conference on June 2-6 in Chicago.
|
|
"Momentum is a very popular tactical strategy right now ... but absent sophisticated data sets, it can be hard for individual investors to take advantage of," said Watts.
|
|
It provides a virtually scaled collaborative canvas that lets teams work from shared data sets, spread out and arranged in a manner not possible with physical screens.
|
|
With the ability to analyze and assess complex data sets, analytics managers combine their technical skills with industry knowledge to help businesses with their decision making processes.
|
|
Ensuring diverse perspectives inform the development of algorithms and data sets to accurately reflect the communities we live in is essential to avoiding biased or skewed results.
|
|
They joined two large public data sets, one listing every doctor in the United States and another containing the party registration of every voter in 29 states.
|
|
TV networks and digital websites are similarly forming these types of combined networks to sell ads, because the larger your footprint, the stronger your data sets are.
|
|
Theoretically, companies could do this on their own, but all of this data exists in various silos and combining those disparate data sets is a major challenge.
|
|
What's less clear is why governments and public bodies find it so hard to see the value locked up in the publicly funded data-sets they control.
|
|
Guild also recognizes that traditional data sets for higher-ed fail to include factors like which schools are best for working adults, those caring for families, etc.
|
|
With those data sets in place, the company was able to offer a comprehensive router API that integrates all that data into one clean set of endpoints.
|
|
Uses in education — whether employee training, primary education or advanced research — are benefiting from VR's capabilities to visualize massive data sets and transport students to remote countries.
|
|
Typically, machine learning models have to work on large data sets to learn something like what's a picture of a dog, as opposed to some other animals.
|
|
In her day job, she pores over medical journals and government data sets for insights into how we treat diseases such as Huntington's, diabetes, and H.I.V./ AIDS .
|
|
Only recently, with the ability to analyze large data sets using artificial intelligence, have we learned how simplistic and naïve the assumption of a universal diet is.
|
|
"With respect to the Work Number specifically, it is only one of many data sets used by financial institutions to help collect past-due debt," Equifax said.
|
|
Because these nation-state breaches are targeting such massive data sets, it is highly likely that they contain information that will prove valuable well into the future.
|
|
Dozens of papers have been published over the past few years revealing the existence of subtle giveaways in benchmark data sets used to evaluate machine-learning systems.
|
|
Google today announced that Dataset Search, a service that lets you search for close to 25 million different publicly available data sets, is now out of beta.
|
|
One of the key data sets had come from the website of the Brazilian agriculture ministry, which had posted online records of cattle transactions in the Amazon.
|
|
In most of those states, school boards and superintendents aren't yet feeling any pressure to make changes, and the data sets aren't prompting many local news stories.
|
|
In the process, we can draw connections between previously disconnected data sets — diagnoses and geography, medication protocol and lifestyle, treatment success and medical history, and plenty more.
|
|
Nubank, however, has built its business on a wholly new foundation: unique data sets and algorithms that are based on "a lot of nontraditional information," Vélez said.
|
|
A 2019 study reviewing the array's initial data sets suggests the waters between Greenland and Scotland are primarily responsible for driving the AMOC—not the Labrador Sea.
|
|
The DCCC polling team is proud to have conducted accurate polling and provided critical data sets to inform the important work being done internally at the DCCC.
|
|
The cancer moonshot and precision medicine initiatives address the standardization of data collection and how data sets are stored, which will potentially make them much more accessible.
|
|
This has been studied at rush hour, studied on individual freeway projects and studied with large data sets that encompass nearly every road in the United States.
|
|
That system will be key to Shanahan's AI ambitions, giving him the computing power and the shared infrastructure to crunch massive data sets and unify disparate systems.
|
|
He will call for the commission to create a directory of all data sets that agencies maintain to help ensure compliance with the city's open data law.
|
|
That technology would fall out of fashion in the 1970s, then re-emerge this decade after the cost of computing and gathering large data sets fell dramatically.
|
|
Issues range from people not knowing they are on the list, to duplicated names due to converged data sets, to even finding remains in all the debris.
|
|
" And then, "How does 23andMe ensure a diverse population is represented in its data sets shared with pharma, as new drug therapies are developed for all populations?
|
|
Sanofi and Google will use data sets to improve their understanding of key diseases and extract patients' insights and feedback, the companies said in a joint statement.
|
|
LG: Yeah, but even aggregate data sets have been shown through data science, you could work into it backwards and find out, at least who people are.
|
|
One of the issues is the diversity of data that goes into AI. If you have crappy data sets or biased data sets, you're going to get biased AI. If you have only white men designing AI, they're not going to think of all the different ways, and so the next era of computing is going to be badly biased because of who makes it and what data they put in.
|
|
This course is specifically designed to make you a Tableau expert, so you can easily turn the data sets you spent time analyzing into beautiful charts and graphs.
|
|
This course will teach you how to identify good and bad data sets, and filter, sort, and group PivotTable data to make the most out of its usefulness.
|
|
Click here to view original GIFData visualization artist Neil Halloran has a knack for turning incomprehensibly large and complex data sets into content that's both coherent and engrossing.
|
|
Thanks to the training with the data sets, Baidu's tool is able to predict the word that comes in the English sentence, even before the word is spoken.
|
|
Using the combination of massive data sets, exploding compute capacity in the cloud and a host of analytics tools, entrepreneurs are training computers to make increasingly sophisticated decisions.
|
|
So reports UpGuard, a cybersecurity risk assessment company, which notes in an April 3 press release that the two data sets in question were configured for public download.
|
|
The idea with all these companies is that data sets can work just as well as and often even better than people, in gathering information and developing products.
|
|
The new service allows users to perform complex actions to group, transform, filter and sort their large data sets, as well as to create table lookups and joins.
|
|
The raid was carried out after German authorities handed over to Greece's finance ministry information from more than 10,000 data sets on suspected tax evaders holding Swiss accounts.
|
|
Those data sets have their own problems though, largely stemming from the fact that they're in many cases obligatory and taped together by hacks and personally motivated parties.
|
|
Google is at its heart an advertising business, but it's gradually expanding into new business segments that all require robust data sets and operations to learn human behavior.
|
|
Their team of clinicians and data scientists aims to do just that — building a data platform that aggregates disparate data sets and drive insight for better clinical outcomes.
|
|
What they did: Researchers took 2 global surface temperature data sets generated from independent instruments — based on land and in space — and compared them for the first time.
|
|
The template matching method has been used in seismology since about 2006, but it was mostly limited to analyzing small data sets for a couple weeks at time.
|
|
By using blockchain technology, DOVU aims to provide trust for corporates or individuals by opening up the availability of all these data sets for public and enterprise use.
|
|
They're encouraging more sharing of data sets and urging each other to preregister their hypotheses—declaring what they intend to find and how they intend to find it.
|
|
"My initial focus was not just taking data sets and making pretty images but also doing artwork and illustrations that aren't represented visually in actual data," Hurt said.
|
|
"However many data sets there are the only thing it can reveal extra is whether every extra data has an extra bit of knowledge," he responds on that.
|
|
It's not her job exactly: A biologist with wide-ranging curiosity, Lutz moonlights as a data-driven illustrator who transforms public data sets into arrestingly beautiful visual objects.
|
|
The trouble with mapping relationships between two volatile data sets in an ever-changing world is that the relationship is itself highly volatile, as can be seen above.
|
|
What is more, unlike the natural sciences, social scientists have an array of increasingly sophisticated data-based methods and data sets with which to address public policy questions.
|
|
The software, called ParlAI (pronounced like "parlay"), comes with data sets in several research areas -- like recommending restaurants and discussing movies -- that researchers can train their systems on.
|
|
That's no small challenge, given growing data sets, shrinking screen sizes, and ever shorter attention spans, which is why the concept of design has become a huge differentiator.
|
|
In addition to Malawi, Facebook is also releasing data sets for South Africa, Ghana, Haiti, and Sri Lanka in its collaboration with Columbia University and the World Bank.
|
|
When Neale's team tried to use the genetic markers they'd found to predict how people in unrelated data sets reported their sexual behavior, they found almost no correlation.
|
|
Yewno used a knowledge graph to aggregate reams of data sets on the AI industry, identify the most important trends, and link these to the companies spearheading them.
|
|
In exchange for providing TV reporting for LiveRamp's clients, Data Plus Math used the ad-tech firm's technology to anonymously match advertisers' data with its own data sets.
|
|
Terner, who ran Concorde maintenance for three years in the 1990s, said Air France-KLM could provide customers with the right data sets to help them improve reliability.
|
|
The media lab worked with the consulting and auditing firm Deloitte, which provided funding and expertise on how people use government data sets in business and for research.
|
|
This is concerning as there are clearly only a handful of companies with deep enough pockets to effectively 'buy' access to highly sensitive publicly-funded data-sets — i.e.
|
|
The most obvious actors here would be providers of online agile management platforms (such as, for example, Atlassian) who already sit on vast data sets from various teams.
|
|
In this article, I will examine the new distribution channels for local information, the terabytes of new data sets and the potential that this emerging ecosystem now has.
|
|
Speaking from our experience, hiring data experts has allowed us to quickly start producing a much deeper view of all sorts of data sets we're getting access to.
|
|
The Aristo team argued that its Regents exam questions are less likely to be vulnerable to such giveaways than the more commonly used crowdsourced question-answering data sets.
|
|
Among other initiatives, Cargill recently introduced an application that relies on data sets from satellite imagery and other sources to give farmers more accurate information about their crops.
|
|
By combining the two companies' data sets, in other words, Intuit will be able to build more richly detailed dossiers of the financial backgrounds for millions of people.
|
|
As the clock ticked past midnight, 1,259 precinct chairs had sent full data sets to the campaign -- a number that even surprised Buttigieg's aides in the boiler room.
|
|
GTFS data sets are published by transit service companies and provide detailed information about their transit systems, such as route information, frequency of service and locations of stops.
|
|
Researchers tested their approach using several popular algorithms and data sets, and they were able to reduce an algorithm's accuracy from above 90 percent to below 10 percent.
|
|
The study's researchers combined a number of data sets from Florida and Texas to see how the rates of 17 indicators were related to malpractice claims for hospitals.
|
|
The robust data sets the stage for Friday's nonfarm payrolls report, which includes private and public sector jobs and is seen as a barometer of the U.S. economy.
|
|
Because the chance that an active manager can beat the market, already relatively small, declines over time, the difference between the two data sets gets larger over time.
|
|
Grail's test will not be commercialized in the U.S. for years -- it is aiming for 2019 -- but it will be dabbling in huge data-sets well before then.
|
|
Similar data sets from American hospitals are typically smaller, both because the average hospital is smaller and because regulations make it difficult to pool data from multiple facilities.
|
|
"With proprietary data sets that I couldn't just go look at, I wouldn't have been able to look and see that this was clearly wrong," Kimbrough told me.
|
|
When it becomes almost impossible to secure such large data sets, they turn into hazardous waste and a cause for user distrust rather than a source of cash flow.
|
|
Their model suggests complex data sets of personal information cannot be protected against re-identification by current methods of "anonymizing" data — such as releasing samples (subsets) of the information.
|
|
The way the commission works is basically that a group of academics is created and given full access to the processes and data sets that Facebook could potentially provide.
|
|
And US cities including San Jose, Seattle, New Orleans, and New York are using public data sets to identify road safety risks and the best ways to ameliorate them.
|
|
Ultimately, this should allow companies to acquire the data they need at a lower cost than going out and buying data sets or hiring their own data collection team.
|
|
Sites such as Figshare let researchers assign a unique alphanumeric code (called a Digital Object Identifier) to data sets, figures, video and so on, meaning their origins are clear.
|
|
Twitter today released what it says are data sets containing "all the accounts and related content associated with potential information operations" it has found on its platform since 2016.
|
|
Founded in 20203, Fabula has developed a patented AI system it calls "geometric deep learning" — effectively algorithms that learn from large and complex data sets gleaned from social networks.
|
|
Many data sets, including medical records, genetic tests and mammograms, for example, are locked up and out of reach of our best scientific minds and our best learning algorithms.
|
|
But that left open the option for businesses to compile illicit data sets or pull them from data brokers, then upload them to Facebook as Custom Audiences by themselves.
|
|
To put it in perspective, the researchers compared the link between technology use and adolescent well-being to that of other factors examined by the large-scale data sets.
|
|
It has moved on to research and analysis, as software like Kensho has become capable of parsing enormous data sets far more quickly and reliably than humans ever could.
|
|
While you can build cool AI demos using static data sets, real-world AI that runs machine learning algorithms will constantly need new data to become smarter over time.
|
|
Swartz had spent two years downloading and uploading various data-sets in a flurry of shotgun activism: spreading his shot wide, not caring particularly about which target he hit.
|
|
It may even liberate the more scrupulous to make money from their data sets in new ways, freed from privacy limitations which had previously kept those data locked away.
|
|
For their analyses, the researchers used 210 different data sets that were gathered from five sources including the U.S. government that featured information on more than 11 million individuals.
|
|
When it becomes almost impossible to secure such large data sets, they turn into hazardous waste and a cause for user distrust rather than a source of cash flow.
|
|
"Hate-speech data sets are fine as long as we are clear what they are: they reflect the majority view of the people who collected or labeled the data."
|
|
"In my spare time, I started Googling for 'finding exoplanets with large data sets' and found out about the Kepler mission and the huge data set available," he said.
|
|
But for people, it's not only relying on what's publicly available on the web and in some public data sets Clearbit buys – it's also relying on Connect's user base.
|
|
To that end, they persuaded economics journals to devote far more space to printing information about methods, including explicit instructions and raw data sets, than sciences journals normally would.
|
|
Developers and entrepreneurs are better served thinking about how automation on top of existing data sets can transform new businesses, as opposed to adding a new layer of notifications.
|
|
Unearthing this information requires analyzing data sets belonging to separate organizations, notwithstanding the fact that these organizations pledge to protect the privacy and personal information of the data subjects.
|
|
In addition it plans to expand access for commercial and academic partners through a variety of tools, data sets, and algorithms for "discovering and leveraging biomarkers in neural data."
|
|
However, the trouble with mapping relationships between two volatile data sets in an ever-changing world is that the relationship is itself highly volatile, as can be seen above.
|
|
Today, the US government's Digital Analytics Program (with some help from roving web-development squad 18F) released some pretty cool data sets on who's visiting the government's various websites.
|
|
"Killer robots that make life-or-death decisions on the basis of anonymous data sets, and completely beyond human control, are already a shockingly real prospect today," Maas said.
|
|
For those of you unfamiliar with Hadoop, "[It's] fundamentally infrastructure software for storing and processing large data sets," according to Mike Gualtieri, a Forrester analyst who covers this space.
|
|
Dr. John Michael Gaziano, a preventive cardiologist at the VA Boston Healthcare System and at Brigham and Women's Hospital, said the work showed the power of large data sets.
|
|
Cambridge Analytica was using big data analytics, a technology that analyzes massive data sets in order to construct profiles, and then employs these profiles to infer additional, hidden data.
|
|
Apteo is a startup focused on helping Wall Street firms have better management between traditional data and alternative data sets like satellite images or figures on credit-card transactions.
|
|
Second, the company tests customers' 22 pairs of non-sex chromosomes, plus the X chromosome, against its reference data sets, genetic information from modern humans all over the world.
|
|
Instead of being roughly 63% Scandinavian, I was up to 66% Scandinavian — a small shift, but a reminder of how the data sets can influence and change my report.
|
|
The National Human Trafficking Hotline, which is operated by Polaris, maintains what is considered one of the most extensive data sets related to human trafficking in the United States.
|
|
That gave them access to unusually rich tax return data sets and made it possible to link people's prison histories with their earnings and the earnings of their parents.
|
|
Another study found similar widespread evidence of racial bias against black speech in five widely used academic data sets for studying hate speech that totaled around 155,800 Twitter posts.
|
|
Founded by Israeli-born Shay Banon, the Amsterdam-headquartered company sells a flagship software, called Elasticsearch, that clients use to comb through and index huge data sets for analysis.
|
|
A.I. must learn to diagnose disease on large data sets, and if that data doesn't include enough patients from a particular background, it won't be as reliable for them.
|
|
We know that big data sets have inherent structural biases, and those biases require calibration to a "truth set," which in almost all cases is benchmarked to the census.
|
|
Verily is one of Alphabet's "blue sky" projects, devoted to deploying massive data sets and processing power to speed and improve the clinical trial process for potential medical treatments.
|
|
It marked more than a third of her ancestry as "low confidence," meaning it couldn't establish its ethnicity because her DNA didn't sufficiently match the company's reference data sets.
|
|
Another study found similar widespread evidence of racial bias against black speech in five widely used academic data sets for studying hate speech that totaled around 155,13 Twitter posts.
|
|
In it, researchers examined six previously collected data sets so researchers could better understand how narcissistic traits vary among generations, and how levels of narcissism change as people age.
|
|
The pitch to 23andMe was to help the company analyze its relatively noisy data-sets, and bring in its team of scientists to help them make sense of it.
|
|
Other Pax employees describe their experience creating tools that can search government data sets for faces from billions of video feeds and pinpoint Arabic dialects from transcribed video messages.
|
|
Combining data sets, the commission wrote, would lead to a larger evidence base, better evaluations, and improved programs that would benefit both state and federal agencies — and the public.
|
|
The result was hastily conceived point-in-time unintegrated technology implementations that supported the creation of each business unit's own business function on its own non-standard data sets.
|
|
Graf's new leadership team also shares a lot of experience building products that benefit from optimization based on interpretation of large data sets, and that's also not a coincidence.
|
|
Companies like Accenture and IBM have even created Fairness Tool and AI Explainability 360, which let users quickly evaluate if their data sets or algorithms contain any inherent bias.
|
|
According to Information Week, skilled workers who can and want to handle data sets using the most up-to-date technology are in demand all across the board. 3.
|
|
Large data sets are often available in the public domain, made public by users themselves on we sites and services or by open data projects making government data accessible.
|
|
When the team compared these two data sets, they found that Twitter was actually slightly better at predicting the location and severity of the damage than FEMA's own models.
|
|
"At this point we've seen enough examples of data sets being sold and re-identified or shared and re-identified that for large scale data-sets that are being collected claims of anonymity are dubious — or at least need to be looked at very carefully," says Yves-Alexandre de Montjoye, a lecturer in computational privacy at Imperial College's Data Science Institute, discussing the contradictions thrown up by the TfL wi-fi trial.
|
|
The data sets used by the researchers came from people primarily of European descent, but researchers contrasted European results with a study of depression and genetics in Han Chinese population.
|
|
"That advantage, for the next few years at least, stays with the U.S." Still, Harburg noted China's large data sets, and the country's large number of graduates in STEM fields.
|
|
EDO's insights are based on information on about 47 million ads that have aired, as well as TV data from Kantar Media and Nielsen/Gracenote and its own data sets.
|
|
Researchers from two universities in Europe have published a method they say is able to correctly re-identify 99.98% of individuals in anonymized data sets with just 153 demographic attributes.
|
|
If we look beyond the fact that both of these companies are competitors, their data sets contain a lot of relevant data for avoiding crashes and driver/passenger/pedestrian safety.
|
|
From a government perspective, this means continuing to provide open and structured data sets for the public to use while still protecting the sensitive information that keeps our citizens safe.
|
|
The chips are designed in such a way that researchers can run a single neural net on multiple data sets or run multiple neural nets on a single data set.
|
|
The techniques have seen their potential realized in the last few years mostly because our computers have gotten better, letting us train simulations for longer and on larger data sets.
|
|
And we're working on a pro product that's much more feature rich and that will be a bit more expensive and will include multiple data sets, not just U.S [data].
|
|
"With this information we are able to capture data-sets that defines not only by the meaning but also by intonation, by context that you say something important," he explains.
|
|
In fact, a 2017 CUNY review of relevant data sets approvingly cited a 2005 study finding a 60-hour workweek resulted in a 23 percent increase in workplace hazard rate.
|
|
The difference between the two data sets could have to do with variation in the sampling, how survey workers were instructed or how the data were weighted across the country.
|
|
One is that administrative data sets can include many more people and observations than is practical in a household survey, giving researchers the statistical power to run more detailed studies.
|
|
But how can legal protections be safeguarded if decisions are automated by algorithmic models trained on discrete data-sets — or flowing from policies administered by being embedded on a blockchain?
|
|
"We are creating more data sets to serve more AI algorithm companies, so they can serve the development of artificial intelligence in China," said Liu, declining to disclose his clients.
|
|
From a training perspective, this means that with Tensor2Tensor you can bring in new models and data sets at any time — a much simpler process than would ordinarily be possible.
|
|
Quantum computers may eventually crunch through currently unapproachable problems, improving the transmission of electric power or the manufacture of energy-intensive fertiliser, or simply sifting through impracticably large data sets.
|
|
It is becoming clearer that foreign governments, including Russia and presumably China, may have obtained rich data sets about Facebook users from the likes of Cambridge Analytica or other groups.
|
|
But the official said the U.S. government is concerned that foreign governments could be working with such firms to secretly amass enormous data sets of American DNA and health information.
|
|
The results of the work and tools created to enable it will be made available freely to other researchers — another priority of CZI is open-source software and data sets.
|
|
"Big data" refers to large data sets from various sources that may be analyzed to reveal patterns or trends and is already widely used by social media and biomedical industries.
|
|
A Facebook spokesperson explained that interests are formulated algorithmically from popular Facebook open graph pages (the articles, music, and videos being shared), Facebook Ads tags, and other Facebook data sets.
|
|
With the Police Data Initiative, more than 130 law enforcement agencies have voluntarily decided to release data sets on arrests and use-of-force broken down by race and gender.
|
|
She plumbed the depths of publicly available data sets from agencies like NASA and the US Geological Survey and used them to create vivid maps of constellations, asteroids, and planets.
|
|
Only companies with access to the best algorithms and the biggest and highest quality data sets will be able to glean the insights and develop the models driving innovation forward.
|
|
An exciting array of never-before-seen volcanos and craters are now clearly visible, and combined with other MESSENGER data sets, have allowed researchers to identify many of Mercury's landforms.
|
|
ImageNet, for instance, is used by researchers and students both to train and evaluate computer vision systems, and other data sets can be used for translations, faces and so on.
|
|
"So far, we have collected over 3 million nights of sleep data, in what is one of the most comprehensive data sets on the topic in the world," Leppäkorpi explains.
|
|
New convolutional network designs find patterns among previously insurmountable massive data sets, enabling rapid, intelligent predictions about the network, the things connected to it and the users engaging with it.
|
|
All machine learning software — even the "causal" machine learning models that GNS utilizes — must be based on underlying data sets and certain assumptions about how variables interact with one another.
|
|
The hearts, smiley faces, and hand gestures are indeed the most popular, confirming the results in less complete data sets, with every single member of these categories scoring above median.
|
|
The two data sets will have different quantifiers and coding, and with completely different data collection methodologies, it will be difficult for researchers to track trends accurately across two platforms.
|
|
Landgren indicated that the fund is constantly adding sources to Motherbrain and that as much time is spent analyzing and learning from existing data sets as looking for new ones.
|
|
Non-maritime intelligence organizations have realized that they need Palantir's data platform to find elusive connections among huge data sets; taxi and transportation markets have been completely transformed by Uber.
|
|
Open sourcing the project, according to Belmonte, is a way to help others be able to quickly and easily visualize and explore their own data sets, including very large collections.
|
|
Soon, you might not need anything more specialized than a readily accessible touchscreen device and any existing data sets you have access to in order to build powerful prediction tools.
|
|
Investment firms in recent years have turned to so-called alternative data firms, which turn obscure data sets into tradable information, to try and get an edge on the competition.
|
|
Dr. Wansink's lab was known for data dredging, or p-hacking, the process of running exhaustive analyses on data sets to tease out subtle signals that might otherwise be unremarkable.
|
|
In preparation for the new Oxford University Press collection, four top scholars wanted to investigate how much collaboration actually went into some of his plays by using computerized data sets.
|
|
Requiring companies to remove individual pieces of data from large data sets on demand, and prohibiting analytics because some might use it improperly, would render many of these activities impractical.
|
|
Big data sets can now be harnessed to better predict which programs help certain people at a given time and to quickly assess whether programs are having the desired effect.
|
|
By synthesizing the data rather than collecting it from photos/videos of the real world, the company says it can create massive data sets faster, cheaper and without privacy issues.
|
|
In the United States, one of the few long-term data sets about insect abundance comes from the work of Arthur Shapiro, an entomologist at the University of California, Davis.
|
|
Others have sought to show how fragile the term "state of the art" is when systems, optimized for the data sets used in rankings, are set loose in other contexts.
|
|
"I work with tech companies because I think a lot about how we can use these data-sets to understand population health," he said in a recent interview with CNBC.
|
|
As these companies expand to new markets, in theory the algorithm trains itself on new data sets, with the hope of being able to predict pricing under less favorable conditions.
|
|
It is possible to find ridiculous patterns within the blizzard of short-term data sets, such as the correlation between people who drown in swimming pools and Nicholas Cage movies.
|
|
The researchers behind the study argued that with the appropriate data sets, similar AI tests could spot other personal traits such as an individual's IQ or even their political views.
|
|
Meanwhile, data released Friday by the Labor Department showed slower-than-expected jobs growth in the U.S. Counterintuitively, the stock market got a boost after both data sets were released.
|
|