Vadim Smolyakov
Machine Learning Algorithms in Depth
Gebonden Engels 2024 9781633439214Levertijd ongeveer 9 werkdagen
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Samenvatting
Machine Learning Algorithms in Depth dives deep into the 'how' and the 'why' of machine learning algorithms. For each category of an algorithm, you will go from math-first principles to hands-on implementation in Python. You will explore dozens of examples from across all the fields of machine learning, including finance, computer vision, NLP, and more. Each example is accompanied by worked-out derivations and details as well as insightful code samples and graphics. By the time you're done reading, you will know how major algorithms work under the hood — and be a better machine learning practitioner. About the reader
For intermediate machine learning practitioners familiar with linear algebra, probability, and basic calculus.
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