Fully Convolutional Networks for Image Segmentation

Fully Convolutional Networks for Image Segmentation

In this talk from SciPy 2017, Daniil Pakhomov goes through the theory of the recent state-of-the-art methods for image segmentation based on FCNs and presents... Details
Generating Pokemon with a Generative Adversarial Network

Generating Pokemon with a Generative Adversarial Network

Siraj Raval explores Generative Adversarial Network (GANs) by using them to create new Pokemon. Details
Deep Dive into the Microsoft Cognitive Toolkit (CNTK)

Deep Dive into the Microsoft Cognitive Toolkit (CNTK)

Here’s a great session from Ignite 2017 that goes deep into CNTK. CNTK is the AI platform of choice within Microsoft and, since it’s open... Details
Join the Chatbot movement with Microsoft Bot Framework

Join the Chatbot movement with Microsoft Bot Framework

The Microsoft Bot Framework allows you to build a chatbot once, and publish it across a multitude of communication channels, such as Facebook Messenger, Skype,... Details
Andrew Ng interviews Yuanqing Lin

Andrew Ng interviews Yuanqing Lin

The legendary Andrew Ng interviews Head of Baidu Research, Yuanqing Lin. Details
A Visual Guide to Bayesian Thinking

A Visual Guide to Bayesian Thinking

Julia Galef uses pictures to illustrate the mechanics of "Bayes' rule," a mathematical theorem about how to update your beliefs as you encounter new evidence. Details
Deep learning & Back Propagation in the Brain

Deep learning & Back Propagation in the Brain

Yoshua Bengio is a Canadian computer scientist, most noted for his work on artificial neural networks and deep learning discusses deep learning and back propagation... Details
Deep Learning Lecture by Ian Goodfellow

Deep Learning Lecture by Ian Goodfellow

Here’s a video of Ian Goodfellow, the creator of GANs, delivering a lecture on deep learning. Details
Andrew Ng interviews Ian Goodfellow

Andrew Ng interviews Ian Goodfellow

In this Heroes of Deep Learning video, the legendary Andrew Ng interviews the equally illustrious Ian Goodfellow, the creator of GANs. Details
What is Back-Propagation?

What is Back-Propagation?

What's actually happening to a neural network as it learns and what does back-propagation have to do with it? Details