10 Must Read ML Blog Posts

I have been doing NLP/ML research for the last 6 years. I have come across a lot of machine learning resources and papers. Today, I kept thinking about the machine learning / NLP / deep learning related blog posts (not papers) that have been transformational for me. In this blog post, I provide a short collection of a few high-impact blog posts that come to mind.

This post was originally a Twitter thread.

1) The Unreasonable Effectiveness of Recurrent Neural Networks

by Andrej Karpathy

🔗 link

2) Understanding Convolutional Neural Networks for NLP

by Denny Britz

🔗 link

3) Language Models

by Vered Shwartz

🔗 link