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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The breakdown of social media's sociology model

Web Development

A summary of some people's greivances, and a new project I'm working on

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How to approach algorithm problems

Programming

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

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Four Stage Model for getting what you want

Personal Development

(Yet another ) framework for personal development

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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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