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
Extracting Maximum Knowledge from Big Data Using Big Compute

Extracting Maximum Knowledge from Big Data Using Big Compute

Deep learning and AI are fundamentally changing the way data is used in computation. They enable computing capabilities that will transform almost every industry, scientific... Details
Deep Learning & Robotics

Deep Learning & Robotics

Professor Pieter Abbeel, a professor at UC Berkeley, discusses the use of deep learning in training robots to perform tasks. 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