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
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
Capsule Networks: An Improvement to Convolutional Networks

Capsule Networks: An Improvement to Convolutional Networks

Siraj Raval covers the latest happenings on the latest research on neural networks, including a potential replacement to Convolutional Neural Networks. Details
AI Makes Stunning Photos From Your Drawings

AI Makes Stunning Photos From Your Drawings

First play with this online demo of pix2pix and then watch the video below explaining the academic paper attached to it. Details