Using GTA V to Train a Self-Driving Car AI

Using GTA V to Train a Self-Driving Car AI

At the recent Azure AI Fest, I had mentioned the work being done to train self-driving car AIs using video games like Grand Theft Auto... Details
Siraj Raval’s Kaggle Challenge Live

Siraj Raval’s Kaggle Challenge Live

In this live stream, Siraj Raval attempes to beat a Kaggle Challenge -- the $100,000 "TGS Salt Identification Challenge" using a combination of Google Colab,... Details
OpenAI Five vs Dota 2 Explained

OpenAI Five vs Dota 2 Explained

How did OpenAI's team of 5 neural networks manage to beat some of the world's best DOTA 2 players? Watch this video by Siraj Raval... Details
Backpropagation Explained in a Song

Backpropagation Explained in a Song

What is back propagation, you ask? Well, it's our old friend gradient descent's new name when it is applied to neural networks. If that explanation doesn't... Details
Demystifying AI

Demystifying AI

Here is a primer to introduce the concepts of deep learning with a specific focus on computer vision. It covers concepts including CNN’s (Convolutional Neural... Details