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Reeksen: boeken uit de reeks Adaptive Computation and Machine Learning series
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Foundations of Machine Learning, second edition
Mehryar Mohri, Afshin Rostamizadeh, Ameet Talwalkar
- E-book | Engels | Adaptive Computation and Machine Learning series
- A new edition of a graduate-level machine learning textbook that focuses on the analysis and theory of algorithms. This book is a general introduction... Lees meer
€ 88,71Onmiddellijk beschikbaar€ 88,71Onmiddellijk beschikbaar -
Learning Theory from First Principles
Francis Bach
- E-book | Engels | Adaptive Computation and Machine Learning series
- A comprehensive and cutting-edge introduction to the foundations and modern applications of learning theory. Research has exploded in the field of mac... Lees meer
€ 78,85Onmiddellijk beschikbaar€ 78,85Onmiddellijk beschikbaar -
Machine Learning from Weak Supervision
Masashi Sugiyama, Han Bao, Takashi Ishida, Nan Lu, Tomoya Sakai
- E-book | Engels | Adaptive Computation and Machine Learning series
- Fundamental theory and practical algorithms of weakly supervised classification, emphasizing an approach based on empirical risk minimization. Standar... Lees meer
€ 64,07Onmiddellijk beschikbaar€ 64,07Onmiddellijk beschikbaar -
Probabilistic Machine Learning
Kevin P. Murphy
- E-book | Engels | Adaptive Computation and Machine Learning series
- An advanced book for researchers and graduate students working in machine learning and statistics who want to learn about deep learning, Bayesian infe... Lees meer
€ 147,86Onmiddellijk beschikbaar€ 147,86Onmiddellijk beschikbaar -
Probabilistic Machine Learning
Kevin P. Murphy
- E-book | Engels | Adaptive Computation and Machine Learning series
- A detailed and up-to-date introduction to machine learning, presented through the unifying lens of probabilistic modeling and Bayesian decision theory... Lees meer
€ 123,21Onmiddellijk beschikbaar€ 123,21Onmiddellijk beschikbaar -
Fairness and Machine Learning
Solon Barocas, Moritz Hardt, Arvind Narayanan
- E-book | Engels | Adaptive Computation and Machine Learning series
- An introduction to the intellectual foundations and practical utility of the recent work on fairness and machine learning. Fairness and Machine Learni... Lees meer
€ 64,07Onmiddellijk beschikbaar€ 64,07Onmiddellijk beschikbaar -
Learning in Graphical Models
- Paperback | Adaptive Computation and Machine Learning series
- Presents an exploration of issues related to learning within the graphical model formalism. This text covers topics such as: inference for Bayesian ne... Lees meer
€ 22,45Levering 1 à 2 weken€ 22,45Levering 1 à 2 weken -
Veridical Data Science
Bin Yu, Rebecca L. Barter
- E-book | Engels | Adaptive Computation and Machine Learning series
- Using real-world data case studies, this innovative and accessible textbook introduces an actionable framework for conducting trustworthy data science... Lees meer
€ 78,85Onmiddellijk beschikbaar€ 78,85Onmiddellijk beschikbaar -
Reinforcement Learning, second edition
Richard S. Sutton, Andrew G. Barto
- E-book | Engels | Adaptive Computation and Machine Learning series
- The significantly expanded and updated new edition of a widely used text on reinforcement learning, one of the most active research areas in artificia... Lees meer
€ 108,44Onmiddellijk beschikbaar€ 108,44Onmiddellijk beschikbaar -
Deep Learning
Ian Goodfellow, Yoshua Bengio, Aaron Courville
- E-book | Engels | Adaptive Computation and Machine Learning series
- An introduction to a broad range of topics in deep learning, covering mathematical and conceptual background, deep learning techniques used in industr... Lees meer
€ 98,57Onmiddellijk beschikbaar€ 98,57Onmiddellijk beschikbaar -
Introduction to Online Convex Optimization, second edition
Elad Hazan
- E-book | Engels | Adaptive Computation and Machine Learning series
- New edition of a graduate-level textbook on that focuses on online convex optimization, a machine learning framework that views optimization as a proc... Lees meer
€ 59,14Onmiddellijk beschikbaar€ 59,14Onmiddellijk beschikbaar -
Elements of Causal Inference
Jonas Peters, Dominik Janzing, Bernhard Scholkopf
- E-book | Engels | Adaptive Computation and Machine Learning series
- A concise and self-contained introduction to causal inference, increasingly important in data science and machine learning. The mathematization of cau... Lees meer
€ 44,35Onmiddellijk beschikbaar€ 44,35Onmiddellijk beschikbaar -
Foundations of Computer Vision
Antonio Torralba, Phillip Isola, William T. Freeman
- E-book | Engels | Adaptive Computation and Machine Learning series
- An accessible, authoritative, and up-to-date computer vision textbook offering a comprehensive introduction to the foundations of the field that incor... Lees meer
€ 88,72Onmiddellijk beschikbaar€ 88,72Onmiddellijk beschikbaar -
Foundations of Machine Learning
Mehryar (New York University) Mohri, Afshin (Google, Inc.) Rostamizadeh, Ameet (University of California, Berkeley) Talwalkar
- Hardcover | Adaptive Computation and Machine Learning series
- Fundamental topics in machine learning are presented along with theoretical and conceptual tools for the discussion and proof of algorithms. Lees meer
€ 97,95Levering 1 à 2 weken€ 97,95Levering 1 à 2 weken -
Knowledge Graphs
Mayank Kejriwal, Craig A. Knoblock, Pedro Szekely
- E-book | Engels | Adaptive Computation and Machine Learning series
- A rigorous and comprehensive textbook covering the major approaches to knowledge graphs, an active and interdisciplinary area within artificial intell... Lees meer
€ 54,21Onmiddellijk beschikbaar€ 54,21Onmiddellijk beschikbaar
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