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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Optimal Brain Damage

Machine Learning

Cutting away 80% of neurons in a neural network with no impact on accuracy

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Getting Returns from RL Algorithms

Machine Learning

Using algos from robotics and videogames to tackle the stock market

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Literature parsing for mutation classification

Biotech

Automating the work of Grad Students

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Under-Investigated Fields List (Version 1.0)

Progress Studies

Nominations for fields that are not being researched as much as they should be

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Lessons from becoming a Machine Learning Engineer in 12 months, without a CS or Math degree

Machine Learning

A Guide to starting from scratch, based on my own experiences (WARNING: LONG READ)

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The Math Behind ML (the important stuff)

Machine Learning

Important mathematical prerequisites for getting into Machine Learning, Deep Learning, or any of the other space

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Machine Learning Fundamentals

Machine Learning

Fundamentals of all types of machine learning, deep learning or otherwise

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