Matthew McAteer

Matthew McAteer

Biologist-turned-ML-Engineer in San Francisco. I blog about machine learning, biotech, distributed systems, dogs, and more.

I write about AI, Biotech, and a bunch of other topics. Subscribe to get new posts by email!


This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

© Matthew McAteer 2021

Page 6

How to approach algorithm problems

Programming

An example that's probably closer to what you're experiencing in coding interviews

Read

Using TPUs in Google Colab (properly)

Machine Learning

A simple way to use TPUs with minimal hardware optimization

Read

A quick intro to Bayesian neural networks

Machine Learning

Making neural networks shrug their shoulders

Read

Private Machine Learning (Explained in 5 levels of complexity)

Machine Learning

An intuitive explanation of some key parts of private machine learning

Read

An introduction to probabilistic programming, now available in TensorFlow Probability

Machine Learning

Announcement for the work I did with the TFP Team at Google

Read

Getting started with Attention for Classification

Tutorials

A quick guide on how to start using Attention in your NLP models

Read

Practical Causal Inference

Machine Learning

Putting Judea Pearl's ideas into actual code

Read