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
Machine Learning & Artificial Intelligence Crash Course

Machine Learning & Artificial Intelligence Crash Course

The CrashCourse YouTube channel covers the basics of AI and Machine Learning. It's a great overview of the field. Details
The Progress Made in Machine Learning

The Progress Made in Machine Learning

Tom Dietterich delivers a talk to the National Academies of Sciences, Engineering, and Medicine at a two-day workshop they organized on the capabilities and applications... Details
Generative Adversarial Networks

Generative Adversarial Networks

Here is Siraj Raval’s take on GANs (Generative Adversarial Networks) from last year. Details
A Closer Look at Generative Adversarial Networks (GANs)

A Closer Look at Generative Adversarial Networks (GANs)

Computerphile has a great video explaining Generative Adversarial Networks aka GANs. Details
Deep Learning and CNTK on Azure

Deep Learning and CNTK on Azure

Here’s an interesting talk on CNTK, the Microsoft Cognitive Toolkit, and Deep Learning on Azure. Slides and code are on GitHub. Details
Intro to Feature Engineering with TensorFlow

Intro to Feature Engineering with TensorFlow

Here’s a video from Google introducing the techniques you can use to represent features - including Bucketing, Crossing, Hashing, and Embedding – and other utilities... Details
Deep Learning with CNTK aka the Microsoft Cognitive Toolkit

Deep Learning with CNTK aka the Microsoft Cognitive Toolkit

This video introduces Deep Learning with Microsoft Cognitive Toolkit (CNTK). The intended audience includes: Data scientists who are new to deep learning Machine learning scientists... Details