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Probability and Statistics for Machine Learning: A Textbook Charu C. Aggarwal ebook

• Page: 522
• Format: pdf / epub / kindle
• ISBN: 9783031532818
• Publisher: Springer Nature Switzerland

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This book covers probability and statistics from the machine learning perspective. The chapters of this book belong to three categories: 1. The basics of probability and statistics: These chapters focus on the basics of probability and statistics, and cover the key principles of these topics. Chapter 1 provides an overview of the area of probability and statistics as well as its relationship to machine learning. The fundamentals of probability and statistics are covered in Chapters 2 through 5....