Deepth Dinesan

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The New Arms Race in AI

China is making big investments in artificial intelligence, looking for military advantage—while the Pentagon is determined to maintain its edge.<p>Four years ago, planners at the Pentagon reviewed estimates of China’s growing military investments with what one called a “palpable sense of alarm.” …

Artificial Intelligence

Best-Ever Algorithm Found for Huge Streams of Data

To efficiently analyze a firehose of data, scientists first have to break big numbers into bits.<p>It’s hard to measure water from a fire hose while …

Mathematics

The Quartz guide to artificial intelligence: What is it, why is it important, and should we be afraid?

What is artificial intelligence? Why is it important? Why is everyone talking about it all of a sudden? If you skim online headlines, you’ll likely read about how AI is powering Amazon and Google’s virtual assistants, or how it’s taking all the jobs (debatable), but not a good explanation of what …

Artificial Intelligence

Why continuous learning is key to AI

As more companies begin to experiment with and deploy machine learning in different settings, it’s good to look ahead at what future systems might …

Benchmarking TensorFlow on Cloud CPUs: Cheaper Deep Learning than Cloud GPUs

I’ve been working on a few personal deep learning projects with Keras and TensorFlow. However, training models for deep learning with cloud services …

Deep Learning

The limitations of deep learning

This post is adapted from Section 2 of Chapter 9 of my book, Deep Learning with Python (Manning Publications).<p>It is part of a series of two posts on …

Over 150 of the Best Machine Learning, NLP, and Python Tutorials I’ve Found

<i>If you like this article, check out another by Robbie:</i> <i><br>The AI Entrepreneur’s Moral Dilemma</i><p>While <b>machine learning</b> has a rich history dating back to …

Quick-Thinking AI Camera Mimics the Human Brain

Researchers in Europe are developing a camera that will literally have a mind of its own, with brainlike algorithms that process images and light …

Nuts and Bolts of Building Deep Learning Applications: Ng @ NIPS2016

You might go to a cutting-edge machine learning research conference like NIPS hoping to find some mathematical insight that will help you take your …

Machine Learning

What Intelligent Machines Need to Learn From the Neocortex

Machines won’t become intelligent unless they incorporate certain features of the human brain. Here are three of them

Top 15 Python Libraries for Data Science in 2017

As Python has gained a lot of traction in the recent years in Data Science industry, I wanted to outline some of its most useful libraries for data …

How To Get The Best Deep Learning Education For Free

Deep learning is not a beginner-friendly subject, even for experienced software engineers and data scientists. If you’ve been Googling the subject …

Toro Canyon Residence / ShubinDonaldson

Toro Canyon Residence was designed by ShubinDonaldson, mixing concrete, steel, and glass to create a sophisticated effect. The house is located in …

Concrete House Looks Fabulous Nestled Among Trees in Toronto

So in tune with nature<p>The leafy Moore Park Ravine in a 15-drive from downtown Toronto serves as a surprising yet picture-perfect backdrop to this stacked concrete house, the first standalone build from local architect Angela Tsementzis. As <i>Wallpaper</i> details, the stack of heavily glazed volumes …

Nvidia Lets You Peer Inside the Black Box of Its Self-Driving AI - MIT Technology Review

Nvidia has developed a self-driving AI that shows you how it works.<p>As we explained in our latest cover story, “The Dark Secret at the Heart of AI,” …

The route to high-speed quantum computing is paved with error

Quantum computing: Fast, rough, and repeat, or slow, precise, and right?<p>When it comes to quantum computing, mostly I get excited about experimental …

Quantum Computing

8 Inspirational Applications of Deep Learning

It is hyperbole to say deep learning is achieving state-of-the-art results across a range of difficult problem domains. A fact, but also …

Deep Learning

Commercialize quantum technologies in five years

Masoud Mohseni, Peter Read, Hartmut Neven and colleagues at Google's Quantum AI Laboratory set out investment opportunities on the road to the …

Dr. Eng Lim Goh Hails New Frontier of Scalable Learning

Dr. Eng Lim Goh is one of the leading HPC visionaries of our time. He’s been the driving force behind SGI’s technical computing program for nearly …

Machine Learning

Solutions

<i>The content contained herein is correct as of January 2017, and represents the status quo as of the time it was written. Google’s security policies</i> …

With PyWren, AWS Lambda Finds an Unexpected Market in Scientific Computing

A University of California-Berkeley researcher has found a new, and somewhat unexpected, use case for the Lambda serverless computing service from …

DeepMind just published a mind blowing paper: PathNet.

Potentially describing what general artificial intelligence will look like.<p>Since scientists started building and training neural networks, Transfer …

MIT 6.S094: Introduction to Deep Learning and Self-Driving Cars

Here's why those tech billionaires are throwing millions at ethical AI

Worried about a dystopian future in which AI rule the world and humans are enslaved to autonomous technology? You're not alone. So are billionaires …

5 Big Predictions for Artificial Intelligence in 2017 - MIT Technology Review

Last year was huge for advancements in artificial intelligence and machine learning. But 2017 may well deliver even more. Here are five key things to …

Artificial Intelligence

Deep Learning: Basic Mathematics for Deep Learning

Before getting started with neural networks and deep learning, lets discuss about the basic mathematics required to understand them. I will try to …

Nuts and Bolts of Applying Deep Learning

This weekend was very hectic (catching up on courses and studying for a statistics quiz), but I managed to squeeze in some time to watch the Bay Area …

RISELab Replaces AMPLab with Secure, Real-Time Focus

UC Berkeley AMPLab will shut its doors in December after six years of delivering major technological innovations like Apache Spark, Apache Mesos, and …

Machine Learning

The Pint-Sized Supercomputer That Companies Are Scrambling to Get - MIT Technology Review

To companies grappling with complex data projects powered by artificial intelligence, a system that Nvidia calls an “AI supercomputer in a box” is a …

Open sourcing the Embedding Projector: a tool for visualizing high dimensional data

Posted by Daniel Smilkov and the Big Picture group<br>Recent advances in Machine Learning (ML) have shown impressive results, with applications ranging …

Machine Learning