tommy / data-science-books
Books of interest for data scientists, covering mathematics, scientific computing, optimization, statistics, etc.
Items
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Artificial Intelligence: A Modern Approach
(amazon.com)
Added 23 hours ago
Machine learning // Norvig et al (2009)
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Pattern Classification
(amazon.com)
Added 23 hours ago
Machine learning // Duda et al (2000)
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Pattern Recognition and Machine Learning
(amazon.com)
Added 23 hours ago
Machine learning // Christopher M. Bishop (2006)
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The Elements of Statistical Learning
(amazon.com)
Added 23 hours ago
Machine learning // Hastie et al (2016)
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Added 23 hours ago
Deep learning etc. // Aurélien Géron (2022)
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Reinforcement Learning
(amazon.com)
Added 23 hours ago
Deep learning etc. // Sutton (2018)
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Statistical Inference
(amazon.com)
Added 23 hours ago
Statistics // Casella et al (2001)
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Regression and Other Stories
(amazon.com)
Added 23 hours ago
Statistics // Gelman et al (2020)
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Added 23 hours ago
Statistics // Gelman et al (2006)
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All of Statistics
(amazon.com)
Added 23 hours ago
Statistics // Larry Wasserman (2010)
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Collection timeline
Created: April 26, 2025 Updated: April 26, 2025
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