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This is a not practical guide, as many of the tools that are used now did not exist when this book was published, but provides an excellent theoretical grounding in how many popular machine learning models are constructed.
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This "author" appears to have compiled a bunch of internet search results about buzzword topics without having any background in them. Selling this high school level essay as an "ultimate guide" is either delusional or a plain scam.
Short but concise. Brilliant introduction to each of the topics without labouring too heavily on details, but providing enough information that reader could use straight away.
I purchased another book in the past that I did not like. The information was very hard and I just lost interest.This book seems to focus on simple information.