37 Reasons why your Neural Network is not working

The $1700 great Deep Learning box: Assembly, setup and benchmarks

Building a desktop after a decade of…

Picking a GPU for Deep Learning

Buyer’s guide in 2019

Learning Machine Learning on the cheap: Persistent AWS Spot Instances

The bill came in on a cold, rainy November morning. “I could have bought a half decent GPU with this” I though. Renting a top notch GPU from Amazon is great for working on ML problems, but expensive. Here is…

Differential Learning Rates

Exploring Learning Rates strategies for Transfer Learning

A Gentle Intro to Transfer Learning

Nowadays most applications of Deep Learning rely on Transfer Learning. This is especially true in the domain of Computer Vision. We will explore what Transfer Learning is, how to do it and what the potential pitfalls are. To do this, we’ll go on a little startup…

Titan RTX: Quality time with the top Turing GPU

Art Or Fart: Creating datasets from Google Images

Scraping a dataset using AWS Lambda and Serverless framework