Machine Learning

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Google Brain chief says 100,000 examples is enough data for deep learning

One of the things people frequently talk about as a drawback of the current class of deep learning techniques that are helping fuel the AI wave is that they require a lot of data to work. But how much is enough data?<p>“I would say pretty much any business that has tens or hundreds of thousands of …

Machine Learning

How to Create Citizen Data Scientists

You’ve heard of citizens. You’ve heard of data scientists. Have you heard of citizen data scientists? If not, this is your guide to turning employees …

Big Data

Deep Learning Machine Teaches Itself Chess in 72 Hours, Plays at International Master Level

It’s been almost 20 years since IBM’s Deep Blue supercomputer beat the reigning world chess champion, Gary Kasparov, for the first time under …

Machine Learning

Artificial Intelligence Investments Aren't Just a Pipe Dream -- Here's Why

Tech stocks are hot right now, but that doesn't mean artificial intelligence is all hype.<p>Technology stocks often get a lot of attention in a bull …

Artificial Intelligence

The future of Wall Street

Bloomberg has a job-by-job look at Wall Street functions that could be wiped out by automation — machine learning, natural-language processing, …

Wall Street

My Xoogler Startup: Tensorflight

Artificial Intelligence For Property Insurance<p><b>Editor’s note: Fresh off the heels of a successful Seed round, the founders of this thriving startup</b> …

Startups

Vision is the next big challenge for chips

Neural engines are already showing up in phones and chipmakers are racing to develop more powerful hardware to meet demand for vision processing in a …

Machine Learning

Build your own Machine Learning Visualizations with the new TensorBoard API

article<p>en_US<p>https://research.googleblog.com/2017/09/build-your-own-machine-learning.html<p>Research …

Machine Learning

7 Types of Artificial Neural Networks for Natural Language Processing

What is an artificial neural network? How does it work? What types of artificial neural networks exist? How are different types of artificial neural …

Deep Learning

Google’s DeepMind achieves machine learning breakthroughs at a terrifying pace

It’s time to add “AI research” to the list of things that machines can do better than humans. Google’s Alpha Go, the computer that beat the world’s greatest human go player, just lost to a version of itself that’s never had a single human lesson.<p>Google is making progress in the field of machine …

Artificial Intelligence

How to Spot a Machine Learning Opportunity, Even If You Aren’t a Data Scientist

Artificial intelligence is no longer just a niche subfield of computer science. Tech giants have been using AI for years: Machine learning algorithms power Amazon product recommendations, Google Maps, and the content that Facebook, Instagram, and Twitter display in social media feeds. But William …

Machine Learning

Futuristic cop cars may identify suspects

Police cars may one day spot suspects before the officer behind the wheel does.<p>Coban Technologies, a Houston-based company that sells cameras to police departments, announced this week a new dashcam designed to use artificial intelligence to identify everything from people and vehicles to guns.<p>The …

Policing

Deep Structures in Transformational and Generative Grammar

Definition<p>In transformational and generative grammar, <i>deep structure</i> is the underlying syntactic structure (or <i>level</i>) of a sentence. In contrast to …

Noam Chomsky

With commercial satellite imagery, computer learns to quickly find missile sites in China

WASHINGTON — For all the hype and promise around artificial intelligence and machine learning technologies in military applications, it always comes …

Machine Learning

A better way to search through scientific papers

ARTIFICIAL intelligence (AI) is not just for playing games. It also has important practical uses. One such is in Semantic Scholar, a system developed …

Research

Why Hospitals Need Better Data Science

Airlines are arguably more operationally complex, asset-intensive, and regulated than hospitals, yet the best performers are doing a better job by far than most hospitals at keeping costs low and make a decent profit while delivering what their customers expect. Southwest Airlines, for example, has …

Health Care

Emotional Fugitive Detector turns your face into a game controller

Emotional Fugitive Detector is an imposing silver box from a dystopian future in which personal expression has been outlawed. It’s a co-op video game installation by graduate students from New York University’s game design program, who have taken it on tour to the Game Developers Conference and the …

Emotions

Announcing AVA: A Finely Labeled Video Dataset for Human Action Understanding

Posted by Chunhui Gu & David Ross, Software Engineers<br>Teaching machines to understand human actions in videos is a fundamental research problem in …

Machine Learning

Best Python libraries for Machine Learning and Data Science : (Part -1)

Python is becoming popular day by day and has started to replace many popular languages in the industry. The main reason for Python’s popularity is …

Machine Learning

Ethics by numbers: how to build machine learning that cares

<i>You may have heard that algorithms will take over the world. But how are they operating right now? We take a look in our series on Algorithms at Work.</i><p>…

Machine Learning

Can Machine Learning Be Applied To The Problem Of Trading?

A new academic paper, Machine Learning for Trading, is the first conclusive study that shows success from having a machine learning-based trading …

Machine Learning

Researchers use AI to banish choppy streaming videos

Nobody likes it when their binge watching is disrupted by a buffering video. While streaming sites like Netflix have offered workarounds for connectivity problems (including offline viewing and quality controls), researchers are tackling the issue head on. In August, a team from MIT CSAIL unveiled …

Streaming

Stanford researchers built a 'gaydar' for photos — and it reveals something disturbing about facial recognition technology

Facial recognition technology may catch a lot more in a photo than a winning smile or sparkling eyes.<p>Psychologist Michal Kosinski and his colleague Yilun Wang at the Stanford Graduate School of Business caused a stir last month when they suggested that artificial intelligence could apply a sort of …

Business School

Google's machine learning software has learned to replicate itself

Google’s AutoML<p>Back in May, Google revealed its AutoML project; artificial intelligence (AI) designed to help them create other AIs. Now, Google has …

Machine Learning

Fintech: Can machine learning be applied to trading?

Despite years of hype, only now does a new study suggest machine learning can crack trading, raising further questions for the future of finance and …

Machine Learning

Using machine learning to build a better battery

One of the biggest tech stories of 2016 wasn’t about awesome, new technology. It was actually about when technology goes wrong: In many ways, 2016 …

Machine Learning
Artificial Intelligence

TensorFlow Machine Learning Cookbook

Explore machine learning concepts using the latest numerical computing library — TensorFlow — with the help of this comprehensive cookbook<p>Preview in …

Machine Learning

Pandas Cookbook | PACKT Books

Mapt Subscription<p>FREE<p>$29.99/m after trial<p>eBook<p>$28.00<p>RRP $39.99<p>Save 29%<p>Print + eBook<p>$49.99<p>RRP $49.99<p>What do I get with a Mapt Pro …

DRM