Machine Learning from Scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep lear… Read more

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From PhD to Machine Learning Engineer

Not enough is being said about the increasingly common transition from doing a PhD in machine learning to machine learning engineering (or data scientist) in the industry. A good PhD education primarily trains one to conduct scientific research. (more…)

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Is Machine Learning Overhyped?

Listen to this episode from What Can You Tell Me About Software? on Spotify. Akshay Agrawal is a PhD candidate at Stanford studying convex optimization. Before that, he was a software engineer at Google, working on the world’s most famous machine learning... (more…)

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