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Machine learning artificial intelligence books collection

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machine learning artificial intelligence books collection

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761.5 MB

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77

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2024-10-06 23:43

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Albert Bifet, Ricard Gavaldà, Geoff Holmes, Bernhard Pfahringer, Francis Bach - Machine Learning for Data Streams_ with Practical Examples in MOA.pdf

21.9 MB

An Introduction to Statistical Learning With Applications in Python [Robert Tibshirani,Jonathan Taylor] First Print July 2023.pdf

20.1 MB

Brendan J. Frey - Graphical Models for Machine Learning and Digital Communication (1998, The MIT Press) - libgen.li.pdf

2.9 MB

Carl Edward Rasmussen, Christopher K. I. Williams - Gaussian Processes for Machine Learning (2006, MIT Press).pdf

2.8 MB

Daphne Koller, Nir Friedman - Probabilistic Graphical Models_ Principles and Techniques (2009, The MIT Press).pdf

8.9 MB

David J. Hand, Heikki Mannila, Padhraic Smyth - Principles of data mining-MIT Press (2001).djvu

4.9 MB

Deep learning [Yoshua Bengio,Aaron Courville, Ian Goodfellow] - The MIT Press (2016) .pdf

19.3 MB

Elad Hazan - Introduction to Online Convex Optimization-The MIT Press (2022).epub

15.2 MB

Ethem Alpaydin - Introduction to Machine Learning (2020, The MIT Press) - libgen.li.pdf

13.5 MB

Freund, Yoav_Schapire, Robert E - Boosting foundations and algorithms-MIT Press (2012).pdf

16.3 MB

Gilbert Strang - Linear Algebra and Learning from Data (2019, Wellesley-Cambridge Press).pdf

26.3 MB

Jacob Eisenstein - Introduction to Natural Language Processing (Instructor's Solution Manual) (2019, The MIT Press).7z

6.4 MB

Jacob Eisenstein - Natural Language Processing-MIT Press(2018).pdf

4.6 MB

Jonas Peters, Dominik Janzing, Bernhard Schölkopf - Elements of Causal Inference_ Foundations and Learning Algorithms-The MIT Press (2017).pdf

22.0 MB

Lise Getoor, Ben Taskar - Introduction to Statistical Relational Learning (2007).pdf

4.7 MB

Machine Learning: A Probabilistic Perspective (Instructor's Solution Manual) [Kevin P. Murphy] - The MIT Press (2012).pdf

1.8 MB

Machine Learning: A Probabilistic Perspective [Kevin P. Murphy] - The MIT Press (2012).pdf

26.9 MB

Marc G. Bellemare - Distributional Reinforcement Learning - MIT Press (2023).epub

14.0 MB

Masashi Sugiyama, Han Bao, Takashi Ishida, Nan Lu, Tomoya Sakai - Machine Learning from Weak Supervision_ An Empirical Risk Minimization Approach (2022, The MIT Press) - li.pdf

38.9 MB

Masashi Sugiyama, Motoaki Kawanabe - Machine Learning in Non-Stationary Environments_ Introduction to Covariate Shift Adaptation (2012, The MIT Press).pdf

12.7 MB

Mehryar Mohri, Afshin Rostamizadeh, Ameet Talwalkar - Foundations of Machine Learning, Second Edition [2nd Ed] (Instructor Res. last of 3, Figure.7z

1.8 MB

Mehryar Mohri, Afshin Rostamizadeh, Ameet Talwalkar - Foundations of Machine Learning, Second Edition [2nd Ed] (Instructor Res. n. 1 of 3, Solution Manual, Solutions) (2018.pdf

758.7 KB

Mehryar Mohri, Afshin Rostamizadeh, Ameet Talwalkar - Foundations of Machine Learning, Second Edition [2nd Ed] (Instructor Res. n. 2 of 3, Lectures) (2018, The MIT Press) - .7z

25.2 MB

Mehryar Mohri_ Afshin Rostamizadeh_ Ameet Talwalkar - Foundations of Machine Learning (2018, The MIT Press).pdf

8.7 MB

Michael I. Jordan (Editor) - Learning in Graphical Models (Adaptive Computation and Machine Learning) (1998).pdf

59.6 MB

Pattern Recognition and Machine Learning [Christopher Bishop] (2006).pdf

18.1 MB

Peter D. Grunwald, Jorma Rissanen - The minimum description length principle-MIT Press (2007).pdf

3.2 MB

Peter Spirtes, Clark Glymour, Richard Scheines - Causation, Prediction, and Search, Second Edition (2001, The MIT Press).pdf

3.3 MB

Pierre Baldi, Soren Brunak - Bioinformatics_ the machine learning approach-The MIT Press (2001).pdf

3.4 MB

Probabilistic Machine Learning: Advanced Topics [Kevin P. Murphy] - The MIT Press (2023).pdf

152.3 MB

Probabilistic Machine Learning: An Introduction [Kevin P. Murphy] (Instructor's Solution Manual) - The MIT Press (2022).pdf

629.4 KB

Probabilistic Machine Learning: An Introduction [Kevin P. Murphy] - The MIT Press (2022).pdf

84.2 MB

Ralf Herbrich - Learning Kernel Classifiers Theory and Algorithms (2001, The MIT Press).pdf

2.8 MB

Richard S. Sutton, Andrew G. Barto - Reinforcement learning_ an introduction (1998, The MIT Press).pdf

3.8 MB

Stuart J. Russell, Peter Norvig - Artificial Intelligence_ A Modern Approach, Global Edition (2021, Pearson) - libgen.li.pdf

34.1 MB

Stuart Russell, Peter Norvig - Artificial Intelligence_ A Modern Approach, Fourth Global Edition [4th Ed] (Instructor Res. n. 1 of 2, Solution Manual, Solutions)-Pearson Education Limited (2021).7z

13.0 MB

Stuart Russell, Peter Norvig - Artificial Intelligence_ A Modern Approach, Fourth Global Edition [4th Ed] (Instructor Res. n. last of 2, Lectures) (2021, Pearson Education Limited) - libgen.li.7z

32.0 MB

[Morgan Kaufmann Series in Data Management Systems] Ian H. Witten, Eibe Frank, Mark A. Hall, Christopher J. Pal - Data Mining_ Practical Machine Learning Tools and Techniques (2016, Morgan Kaufmann Publishers).pdf

6.6 MB

[Springer Series in Statistics] Trevor Hastie, Robert Tibshirani, Jerome Friedman - The Elements of Statistical Learning_ Data Mining, Inference, and Prediction. (2013, Springer).pdf

13.3 MB

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Total files 77


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