From first principles and makes you feel that you already know the algorithm.

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Trying to understand why image classification data is non-linear.

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Importance of optimization for ML

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A ramp which takes you from having school-level LA knowledge to mastery of LA required for ML.

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About why I started this blog site.

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Motivates aspiring AI researchers to master the maths. About how AI is nothing but the maths run by a computer. And also about how ML is a way to implement AI.

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My thoughts about these books after two months of reading.

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Contains links to drafts of blogs on these topics.

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