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Back-Propagation is very simple. Who made it Complicated ?

Learning Outcome: You will be able to build your own Neural Network on a Paper.<p>Almost 6 months back when I first wanted to try my hands on Neural …

Learning Deep Learning with Keras

I teach deep learning both for a living (as the main deepsense.ai instructor, in a Kaggle-winning team1) and as a part of my volunteering with the …

Baidu chief scientist Andrew Ng is stepping down, Haifeng Wang will lead expanded AI group

Andrew Ng, who joined Chinese search company Baidu as its chief scientist after contributing to the creation of Google’s Google Brain artificial intelligence (AI) research group, today announced that he will be leaving Baidu. The company will consolidate existing research groups under a new leader, …

Artificial Intelligence

Transfer Learning - Machine Learning's Next Frontier

Table of contents:<p>What is Transfer Learning?<p>Why Transfer Learning Now?<p>A Definition of Transfer Learning<p>Transfer Learning Scenarios<p>Applications of …

The Battle for Top AI Talent Only Gets Tougher From Here

Andrew Ng helped create two of Silicon Valley's leading artificial intelligence labs. First, he built Google Brain, now the hub of AI research inside …

TensorFlow RNN Tutorial - Silicon Valley Data Science

On the deep learning R&D team at SVDS, we have investigated Recurrent Neural Networks (RNN) for exploring time series and developing speech …

Top 5 Deep Learning and AI Stories: March 24

Get the latest announcements about Canada's use of AI to drive the economy, how NVIDIA deep learning is used by Bosch and Paccar, and more in this week's Top 5 Deep Learning.

Deep Learning for Data Engineers: Part I

Deep Learning is not just for super genius Data Science PhDs. (OK, some of it is.)<p>Someone needs to get this code running, scale it, distribute it, …

Machine Learning

The 6C's

The Deep Learning Competancies Framework (6C's)<p>This is an ID size card we are using to reward students for demonstrating any of the 21st C learning …

Pedagogy

News in AI and machine learning

For more AI news and analysis, sign up to my newsletter here.<p><i>Reporting from</i> <b>19th January 2017 through March 28th 2017</b><p>I’m Nathan Benaich — welcome to …

This Week in Hadoop and More: NiFi, Drones, DataWorks Summit, Onions, Spark, and Deep Learning

There's lots going on this week — including some updated frameworks, conferences, and news releases.<p><b>Projects</b><p>Apache Gora just had a major update to …

Deep Learning

What deep learning is doing for the legal sector

Many companies today are employing deep learning techniques in different facets of their business. Yelp uses deep learning algorithms to feature the best user photos, Netflix uses it to suggest movies you might be interested in, and Google ultimately transformed the concept of deep learning by …

Machine Learning

Try Deep Learning in Python now with a fully pre-configured VM

I love to write about face recognition, image recognition and all the other cool things you can build with machine learning. Whenever possible, I try …

Linux

Collect image data, train a neural network, and deploy on an embedded system

<b>CHALLENGE:</b> Writing algorithms to automate complex decision making is difficult and time-consuming.<p>Solution:<br>Leverage deep learning with open source …

Deep Learning

How Artificial Intelligence Is Changing The Face of Online Advertising

AI has forever changed digital advertising. As marketers, it already allows us to decide how to best engage potential customers and markets like …

CMSC 35246 Deep Learning - University of Chicago

Week<p>Date<p>Topics<p>Lecture notes/Slides<p>Additional Resources, Suggested Readings, etc.<p>1<p>March 27<p>Introduction to Deep Learning<br>• Course logistics<p>1<p>March …

Deep Learning

Prabhat on deep learning for science

<i>The O’Reilly Bots Podcast: Solutions from big data sets.</i>In this episode of the O’Reilly Bots Podcast, I talk about deep learning at the extremes of …

Spiral Galaxies

A look at deep learning for science

<i>Scientific use cases show promise, but challenges remain for complex data analytics.</i>Deep learning is enjoying unprecedented success in a wide variety …

Machine Learning

Artificial Intelligence is Completely Transforming Modern Healthcare

A New Age of Healthcare<p>Artificial intelligence is slowly making its way into the realm of modern healthcare. Google’s DeepMind is revolutionizing eye …

Neural Networks for Machine Learning: A Free Online Course

The 78-video playlist above comes from a course called <i>Neural Networks for Machine Learning</i>, taught by Geoffrey Hinton, a computer science professor …

Machine Learning

Your chance to become a supercomputer superuser – for free

<b>HPC Blog</b> Tutorials, best practices at Lugano HPC-festThe upcoming HPC Advisory Council conference in Lugano will be much more than just a bunch of …

Computer Science

Google says its ultra-fast AI chips crush the competition

Google Inc. made headlines at its I/O developer event last May after revealing the existence of an internally developed chip (pictured) for running …

This new application of layered neural nets is about to make Photoshop amazing - ExtremeTech

By on April 5, 2017 at 11:00 am<p>This site may earn affiliate commissions from the links on this page. Terms of use.<p>“This looks Photoshopped.” How many …

Understanding the limits of deep learning

Artificial intelligence has reached peak hype. News outlets report that companies have replaced workers with IBM Watson and that algorithms are beating doctors at diagnoses. New AI startups pop up everyday, claiming to solve all your personal and business problems with machine learning.<p>Ordinary …

Machine Learning

What's the Difference Between Artificial Intelligence, Machine Learning, and Deep Learning?

<i>This is the first of a multi-part series explaining the fundamentals of deep learning by long-time tech journalist Michael Copeland.</i><p>Artificial …

An artificial synapse on a chip is able to learn autonomously

Brain-inspired deep learning neural networks have been behind many of the biggest breakthroughs in artificial intelligence seen over the past 10 …

Machine Learning

How Deep Learning Will Disrupt Marketing

If brands and marketers want to get the right message to the right customer at the right time, they need to prepare

Machine Learning

Google DeepMind open sources Sonnet so you can build neural networks in TensorFlow even quicker

Google’s DeepMind announced today that it was open sourcing Sonnet, its object-oriented neural network library. Sonnet doesn’t replace TensorFlow, it’s simply a higher-level library that meshes well with DeepMind’s internal best-practices for research.<p>Specifically, DeepMind says in its blog post …

Deep Learning

Baidu AI achieves 'zero shot learning' ability using natural language - ExtremeTech

Baidu AI achieves ‘zero shot learning’ ability using natural language<p>By on April 6, 2017 at 11:15 am<p>This site may earn affiliate commissions from the …

Artificial Intelligence

Top 20 Recent Research Papers on Machine Learning and Deep Learning

<b>Dropout: a simple way to prevent neural networks from overfitting</b>, by Hinton, G.E., Krizhevsky, A., Srivastava, N., Sutskever, I., & Salakhutdinov, …