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Products
Advanced Structured Prediction
Sebastian Nowozin
Hardcover
• Author(s): Sebastian Nowozin • Publisher: The MIT Press • Publisher Imprint: The MIT Press • BISAC: Machine TheoryAn overview of recent work in the field of structured prediction, the building of predictive machine learning models for interrela...
View full detailsBioinformatics, Second Edition: The Machine Learning Approach
Pierre Baldi
Hardcover
• Author(s): Pierre Baldi • Publisher: The MIT Press • Publisher Imprint: Bradford Books • BISAC: Data Science - Neural NetworksA guide to machine learning approaches and their application to the analysis of biological data.An unprecedented wealt...
View full detailsMathematics of Big Data: Spreadsheets, Databases, Matrices, and Graphs
Jeremy Kepner
Hardcover
• Author(s): Jeremy Kepner • Publisher: The MIT Press • Publisher Imprint: The MIT Press • BISAC: Data Science - GeneralThe first book to present the common mathematical foundations of big data analysis across a range of applications and technolo...
View full detailsCloud Computing for Machine Learning and Cognitive Applications
Kai Hwang
Hardcover
• Author(s): Kai Hwang • Publisher: The MIT Press • Publisher Imprint: The MIT Press • BISAC: Distributed Systems - Cloud ComputingThe first textbook to teach students how to build data analytic solutions on large data sets using cloud-based tech...
View full detailsLearning Theory from First Principles
Francis Bach
Hardcover
• Author(s): Francis Bach • Publisher: The MIT Press • Publisher Imprint: The MIT Press • BISAC: Computer ScienceA comprehensive and cutting-edge introduction to the foundations and modern applications of learning theory.Research has exploded in ...
View full detailsMulti-Agent Reinforcement Learning: Foundations and Modern Approaches
Stefano V. Albrecht
Hardcover
• Author(s): Stefano V. Albrecht • Publisher: The MIT Press • Publisher Imprint: The MIT Press • BISAC: Data Science - Machine LearningThe first comprehensive introduction to Multi-Agent Reinforcement Learning (MARL), covering MARL’s models, solu...
View full detailsProbabilistic Machine Learning for Civil Engineers
James-A. Goulet
Paperback
• Author(s): James-A. Goulet • Publisher: The MIT Press • Publisher Imprint: The MIT Press • BISAC: Computer EngineeringAn introduction to key concepts and techniques in probabilistic machine learning for civil engineering students and profession...
View full details