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
Udacity Machine Learning Course

Udacity Machine Learning Course

Here's a playlist of videos from an online course, Intro to Machine Learning by Udacity. Check out the course here: https://www.udacity.com/course/ud120. The course was designed... Details
Machine Learning For Software Developers

Machine Learning For Software Developers

Here’s an interesting presentation from Coding Tech that echoes some of the same themes from my talk on the matter. Details