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This book provides a versatile and lucid treatment of classic as well as modern probability theory, while integrating them with core topics in statistical theor
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This book, fully updated for Python version 3.6+, covers the key ideas that link probability, statistics, and machine learning illustrated using Python modules
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Probability is the bedrock of machine learning. You cannot develop a deep understanding and application of machine learning without it. Cut through the equation
All of Statistics
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Taken literally, the title "All of Statistics" is an exaggeration. But in spirit, the title is apt, as the book does cover a much broader range of topics than a