There are a growing number of works out there addressing how to approach machine learning problems, many of them quite good. But how many of them are written by a 4x Kaggle Grandmaster?

Abhishek Thakur, the 4x Grandmaster in question — who now works on NLP at Hugging Face — wrote and released his book Approaching (Almost) Any Machine Learning Problem (AAAMLP) last year. The book can be purchased through Amazon for a very reasonable price, much more so than most other books of similar content.

Additionally, however, Abhishek has recently released the entirety of the book online for free, available in PDF via its Github repo.

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