Genetic Algorithms and Machine Learning for Programmers
Frances Buontempo
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A First Course in Machine Learning
Simon Rogers
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Learning Spark
Jules Damji
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Essential Math for Data Science : Take Control of Your Data with Fundamental Linear Algebra, Probability, and Statistics
Thomas Nield
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Grokking Deep Learning
Andrew W Trask
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Understanding Machine Learning : From Theory to Algorithms
Shai (Hebrew University of Jerusalem) Shalev-Shwartz
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Fundamentals of Machine Learning for Predictive Data Analytics
John D. Kelleher
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The Theory and Practice of Enterprise AI : Recipes and Reference Implementations for Marketing, Supply Chain, and Production Operations
Ilya Katsov
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Introduction to Machine Learning
Ethem (Ozyegin University) Alpaydin
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Tiny ML
Pete Warden
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Introduction to Natural Language Processing
Jacob (Assistant Professor, Google) Eisenstein
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Reasoning about Uncertainty
Joseph Y. (Cornell University) Halpern
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Probabilistic Reasoning in Intelligent Systems : Networks of Plausible Inference
Judea Pearl
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Python Data Science Handbook : Essential Tools for Working with Data
Jake Vanderplas
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Foundations of Machine Learning
Mehryar (New York University) Mohri
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The Sciences of the Artificial
Herbert A. Simon
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High-Dimensional Statistics : A Non-Asymptotic Viewpoint
Martin J. (University of California, Berkeley) Wainwright
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Data Governance: The Definitive Guide : People, Processes, and Tools to Operationalize Data Trustworthiness
Evren Eryurek
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Decision Making Under Uncertainty : Theory and Application
Mykel J. (Stanford University) Kochenderfer
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The Technological Singularity
Murray (Professor of Cognitive Robotics, Imperial College Lo Shanahan
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Observability Engineering : Achieving Production Excellence
Charity Majors
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Data-Driven Science and Engineering : Machine Learning, Dynamical Systems, and Control
Steven L. (University of Washington) Brunton
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The Deep Learning Revolution
Terrence J. (Francis Crick Professor, Salk Institute for Bi Sejnowski
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Machine Learning with TensorFlow
Nishant Shukla
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