Probabilistic Numerics : Computation as Machine Learning
Philipp (Eberhard-Karls-Universitat Tubingen, Germany) Hennig
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Bayesian Optimization
Roman (Washington University in St Louis) Garnett
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Control Systems and Reinforcement Learning
Sean (University of Florida) Meyn
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Mathematical Aspects of Deep Learning
Philipp (Universitat Wien, Austria) Grohs
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Optimization for Data Analysis
Stephen J. (University of Wisconsin, Madison) Wright
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Mathematics for Machine Learning
Marc Peter (University College London) Deisenroth
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Sentiment Analysis : Mining Opinions, Sentiments, and Emotions
Bing (University of Illinois, Chicago) Liu
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Mathematics of Quantum Computing : An Introduction
Wolfgang Scherer
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Machine Learning for Signal Processing : Data Science, Algorithms, and Computational Statistics
Prof Max A. (Professor of Mathematics, Aston University, Profe Little
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AI and Humanity
Illah Reza (Professor of Robotics, Carnegie Mellon Univers Nourbakhsh
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Inference and Learning from Data: Volume 2 : Inference
Ali H. (Ecole Polytechnique Federale de Lausanne) Sayed
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Deep Learning in Science
Pierre (University of California, Irvine) Baldi
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Artificial Intelligence for Marketing : Practical Applications
Jim Sterne
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Model-Based Clustering and Classification for Data Science : With Applications in R
Charles Bouveyron
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Beyond the Worst-Case Analysis of Algorithms
Tim (Columbia University, New York) Roughgarden
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Neural Machine Translation
Philipp (The Johns Hopkins University) Koehn
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Linear Algebra And Optimization With Applications To Machine Learning - Volume Ii: Fundamentals Of Optimization Theory With Applications To Machine Learning
Jean H (Univ Of Pennsylvania, Usa) Gallier
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Machine Learning
Zhi-Hua, PhD Zhou
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Inference and Learning from Data: Volume 1 : Foundations
Ali H. (Ecole Polytechnique Federale de Lausanne) Sayed
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Inference and Learning from Data: Volume 3 : Learning
Ali H. (Ecole Polytechnique Federale de Lausanne) Sayed
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Introduction to Environmental Data Science
William W. (University of British Columbia, Vancouver) Hsieh
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Introduction to Graph Signal Processing
Antonio (University of Southern California) Ortega
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Time Series for Data Scientists : Data Management, Description, Modeling and Forecasting
Juana (University of California, Los Angeles) Sanchez
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The Statistical Physics of Data Assimilation and Machine Learning
Henry D. I. (University of California, San Diego) Abarbanel
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