Reasoning about Uncertainty
Joseph Y. (Cornell University) Halpern
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Python Data Science Handbook : Essential Tools for Working with Data
Jake Vanderplas
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Probabilistic Reasoning in Intelligent Systems : Networks of Plausible Inference
Judea Pearl
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Learning Deep Learning : Theory and Practice of Neural Networks, Computer Vision, Natural Language Processing, and Transformers Using TensorFlow
Magnus Ekman
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Data Mining : The Textbook
Charu C. Aggarwal
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Practical Natural Language Processing : A Comprehensive Guide to Building Real-World NLP Systems
Sowmya Vajjala
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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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Natural Language Processing with PyTorchlow : Build Intelligent Language Applications Using Deep Learning
Delip Rao
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Essential Math for AI : Next-Level Mathematics for Efficient and Successful AI Systems
Hala Nelson
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Practical Time Series Analysis : Prediction with Statistics and Machine Learning
Aileen Nielsen
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The Data Science Design Manual
Professor Steven S. Skiena
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Grokking Artificial Intelligence Algorithms
Rishal Hurbans
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Hands-On Unsupervised Learning Using Python : How to Build Applied Machine Learning Solutions from Unlabeled Data
Ankur A. Patel
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Building Machine Learning Pipelines
Hannes Hapke
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Data Science on AWS : Implementing End-to-End, Continuous AI and Machine Learning Pipelines
Chris Fregly
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Pattern Recognition and Machine Learning
Christopher M. Bishop
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Artificial Intelligence and Legal Analytics : New Tools for Law Practice in the Digital Age
Kevin D. (University of Pittsburgh) Ashley
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Practical Deep Learning for Cloud and Mobile : Real-World AI & Computer Vision Projects Using Python, Keras & TensorFlow
Anirudh Koul
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Artificial Intelligence in Finance : A Python-Based Guide
Yves Hilpisch
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Machine Learning and Data Science Blueprints for Finance : From Building Trading Strategies to Robo-Advisors Using Python
Hariom Tatsat
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Deep Learning and the Game of Go
Max Pumperla
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Spark in Action, Second Edition
Jean-Georges Perrin
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Practical MLOps : Operationalizing Machine Learning Models
Noah Gift
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AI at the Edge : Solving Real-World Problems with Embedded Machine Learning
Daniel Situnayake
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