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


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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