Mastering Machine Learning with scikit-learn(Second Edition)
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Who this book is for

This book is intended for software engineers who want to understand how common machine learning algorithms work and develop an intuition for how to use them. It is also for data scientists who want to learn about the scikit-learn API. Familiarity with machine learning fundamentals and Python is helpful but not required.