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!


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© Matthew McAteer 2022

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Dealing with Coronavirus

Series

A collection of posts aimed at helping people avoid and fight COVID-19.

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All About NFTs

Series

A collection of posts aimed at helping understand the NFT phenomena.

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Journey to ML Part 2 Skills of a (Marketable) Machine Learning Engineer

Machine Learning

Skills for making yourself actually stand out

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Practical Causal Inference

Machine Learning

Putting Judea Pearl's ideas into actual code

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An introduction to probabilistic programming, now available in TensorFlow Probability

Machine Learning

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

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Private Machine Learning (Explained in 5 levels of complexity)

Machine Learning

An intuitive explanation of some key parts of private machine learning

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Avoiding Disaster in ML Projects

Project Management

A few high-level patterns to look out for in any projects you start or join

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