2 Layer Deep LSTM Reader Teaching an AI

Teaching an AI to Read and Comprehend

Teaching a chatbot to Read and Comprehend has been elusive until recently. While DeepMind seems to have figured how to search documents to find answers, Microsoft Research has a chatbot that can answer questions in a number of languages. Machine Reading Using Neural Machines Teaching a chatbot to read, process and comprehend natural language documents…

TensorFlow Tutorials hub screenshot

TensorFlow Tutorial

Watch our TensorFlow tutorial videos below: TensorFlow Tutorial Watch Martin Gorner demonstrate how to construct and train a neural network that recognizes handwritten digits. He also describes some “tricks of the trade” used in neural network design, and finally, he’ll bring the recognition accuracy of his model above 99%. Content applies to software developers of all levels….

Use Deep Learning to Beat the Market

Using Deep Learning to Beat the Market has helped some people to become instant billionaires. Before we are going to use it to predict future prices, you might be asking, “Wait does this work? Are you sure this is gonna work?” JP Morgan, Morgan Stanley, all of these big banks, and all of these big hedge funds, like…

bots learning how to walk

How Do Robots Learn to Walk

Robots learn to walk using deep learning techniques in a simulated environment.     How a robot can learn to walk A robot can learn to walk using a reinforcement learning technique called proximal policy optimization. Proximal policy optimization is done with two randomly initialized neural networks and a teacher that rewards forward progress. The policy gradient…

AlphaGo Zero - learning from scratch: go board edge

How Does DeepMind’s AlphaGo Zero Work?

How Does DeepMind’s AlphaGo Zero Work? Watch this video by Arxiv Insights Published on Nov 13, 2017:   Watch this video by Siraj Raval published on Oct 27, 2017:   Code that replicates AlphaGo: https://github.com/llSourcell/alphago… More learning resources: https://medium.com/@karpathy/alphago-in-context-c47718cb95a5 https://www.tastehit.com/blog/google-deepmind-alphago-how-it-works/ https://machinelearnings.co/understan… https://deepmind.com/research/alphago/ https://www.dcine.com/2016/01/28/alph… https://www.slideshare.net/ShaneSeung… https://www.youtube.com/watch?v=qWcfi… Join us in the Wizards Slack channel: http://wizards.herokuapp.com/   How AlphaGo Works…