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<!doctype html>
<html>
<head>
<meta charset="utf-8">
<title>Books</title>
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</head>
<body>
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<a class="navbar-brand" href="#">Machine Learning Resources</a>
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<a class="nav-link active" aria-current="page" href="/Machine-Learning-Resources/">Home</a>
</li>
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<a class="nav-link active" aria-current="page" href="/Machine-Learning-Resources/about.html">About</a>
</li>
<li class="nav-item" >
<a class="nav-link active" aria-current="page" href="/Machine-Learning-Resources/books.html">Books</a>
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</div>
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</nav>
<h1 class="display-6">Books</h1>
The following list contains books that are freely available.
<div class="container text-center">
<div class="row row-cols-1 row-cols-md-3 g-4">
<div class="col">
<div class="card">
<img src="assets/images/books/front_covers/no_front_cover.jpg" class="card-img-top" alt="Understanding Deep Learning">
<div class="card-body">
<h5 class="card-title">Understanding Deep Learning</h5>
</div>
<ul class="list-group list-group-flush">
<li class="list-group-item"><b>Author(s):</b> Simon J.D. Prince</li>
<li class="list-group-item"><b>Year:</b> 2023</li>
<li class="list-group-item"><b>Publisher:</b> MIT Press</li>
</ul>
<div class="card-body">
<a href="https://udlbook.github.io/udlbook/"" class="btn btn-dark"> <i class="bi bi-book"></i> Book Website</a>
</div>
</div>
</div>
<div class="col">
<div class="card">
<img src="assets/images/books/front_covers/no_front_cover.jpg" class="card-img-top" alt="Distributional Reinforcement Learning">
<div class="card-body">
<h5 class="card-title">Distributional Reinforcement Learning</h5>
</div>
<ul class="list-group list-group-flush">
<li class="list-group-item"><b>Author(s):</b> Marc G. Bellemare and Will Dabney, and Mark Rowland</li>
<li class="list-group-item"><b>Year:</b> 2023</li>
<li class="list-group-item"><b>Publisher:</b> MIT Press</li>
</ul>
<div class="card-body">
<a href="https://www.distributional-rl.org/"" class="btn btn-dark"> <i class="bi bi-book"></i> Book Website</a>
</div>
</div>
</div>
<div class="col">
<div class="card">
<img src="assets/images/books/front_covers/no_front_cover.jpg" class="card-img-top" alt="Learning Theory from First Principles">
<div class="card-body">
<h5 class="card-title">Learning Theory from First Principles</h5>
</div>
<ul class="list-group list-group-flush">
<li class="list-group-item"><b>Author(s):</b> Francis Bach</li>
<li class="list-group-item"><b>Year:</b> 2023</li>
<li class="list-group-item"><b>Publisher:</b> MIT Press</li>
</ul>
<div class="card-body">
<a href="https://www.di.ens.fr/~fbach/ltfp_book.pdf"" class="btn btn-dark"> <i class="bi bi-book"></i> Book Website</a>
</div>
</div>
</div>
<div class="col">
<div class="card">
<img src="https://probml.github.io/pml-book/cover2.jpg" class="card-img-top" alt="Probabilistic Machine Learning: An Introduction">
<div class="card-body">
<h5 class="card-title">Probabilistic Machine Learning: An Introduction</h5>
</div>
<ul class="list-group list-group-flush">
<li class="list-group-item"><b>Author(s):</b> Kevin P. Murphy</li>
<li class="list-group-item"><b>Year:</b> 2023</li>
<li class="list-group-item"><b>Publisher:</b> MIT Press</li>
</ul>
<div class="card-body">
<a href="https://probml.github.io/pml-book/book2.html" class="btn btn-dark"> <i class="bi bi-book"></i> Book Website</a>
</div>
</div>
</div>
<div class="col">
<div class="card">
<img src="https://www.probabilistic-numerics.org/assets/img/textbooks/ProbabilisticNumercs_cover_small.png" class="card-img-top" alt="Probabilistic Numerics">
<div class="card-body">
<h5 class="card-title">Probabilistic Numerics</h5>
</div>
<ul class="list-group list-group-flush">
<li class="list-group-item"><b>Author(s):</b> Philipp Hennig, Michael A. Osborne, Hans Kersting</li>
<li class="list-group-item"><b>Year:</b> 2022</li>
<li class="list-group-item"><b>Publisher:</b> Cambridge University Press</li>
</ul>
<div class="card-body">
<a href="https://www.probabilistic-numerics.org/textbooks/"" class="btn btn-dark"> <i class="bi bi-book"></i> Book Website</a>
</div>
</div>
</div>
<div class="col">
<div class="card">
<img src="https://book-wright-ma.github.io/book-cover.jpg" class="card-img-top" alt="High-Dimensional Data Analysis with Low-Dimensional Models: Principles, Computation, and Applications">
<div class="card-body">
<h5 class="card-title">High-Dimensional Data Analysis with Low-Dimensional Models: Principles, Computation, and Applications</h5>
</div>
<ul class="list-group list-group-flush">
<li class="list-group-item"><b>Author(s):</b> John Wright and Yi Ma</li>
<li class="list-group-item"><b>Year:</b> 2022</li>
<li class="list-group-item"><b>Publisher:</b> Cambridge University Press</li>
</ul>
<div class="card-body">
<a href="https://book-wright-ma.github.io" class="btn btn-dark"> <i class="bi bi-book"></i> Book Website</a>
</div>
</div>
</div>
<div class="col">
<div class="card">
<img src="https://mit-press-us.imgix.net/covers/9780262047012.jpg" class="card-img-top" alt="Algorithms for Decision Making">
<div class="card-body">
<h5 class="card-title">Algorithms for Decision Making</h5>
</div>
<ul class="list-group list-group-flush">
<li class="list-group-item"><b>Author(s):</b> Mykel J. Kochenderfer, Tim A. Wheeler, and Kyle H. Wray</li>
<li class="list-group-item"><b>Year:</b> 2022</li>
<li class="list-group-item"><b>Publisher:</b> MIT Press</li>
</ul>
<div class="card-body">
<a href="https://algorithmsbook.com"" class="btn btn-dark"> <i class="bi bi-book"></i> Book Website</a>
</div>
</div>
</div>
<div class="col">
<div class="card">
<img src="assets/images/books/front_covers/no_front_cover.jpg" class="card-img-top" alt="Model-based Machine Learning">
<div class="card-body">
<h5 class="card-title">Model-based Machine Learning</h5>
</div>
<ul class="list-group list-group-flush">
<li class="list-group-item"><b>Author(s):</b> John Winn, Christopher M. Bishop, Thomas Diethe, John Guiver and Yordan Zaykov</li>
<li class="list-group-item"><b>Year:</b> 2022</li>
</ul>
<div class="card-body">
<a href="https://mbmlbook.com/"" class="btn btn-dark"> <i class="bi bi-book"></i> Book Website</a>
</div>
</div>
</div>
<div class="col">
<div class="card">
<img src="https://handsondataviz.org/images/0-preface/cover-400wide.jpg" class="card-img-top" alt="Hands-On Data Visualization">
<div class="card-body">
<h5 class="card-title">Hands-On Data Visualization</h5>
</div>
<ul class="list-group list-group-flush">
<li class="list-group-item"><b>Author(s):</b> Jack Dougherty and Ilya Ilyankou</li>
<li class="list-group-item"><b>Year:</b> 2022</li>
<li class="list-group-item"><b>Publisher:</b> O'REILLY</li>
</ul>
<div class="card-body">
<a href="https://handsondataviz.org"" class="btn btn-dark"> <i class="bi bi-book"></i> Book Website</a>
</div>
</div>
</div>
<div class="col">
<div class="card">
<img src="https://probml.github.io/pml-book/cover1.jpg" class="card-img-top" alt="Probabilistic Machine Learning: An Introduction">
<div class="card-body">
<h5 class="card-title">Probabilistic Machine Learning: An Introduction</h5>
</div>
<ul class="list-group list-group-flush">
<li class="list-group-item"><b>Author(s):</b> Kevin P. Murphy</li>
<li class="list-group-item"><b>Year:</b> 2022</li>
<li class="list-group-item"><b>Publisher:</b> MIT Press</li>
</ul>
<div class="card-body">
<a href="https://probml.github.io/pml-book/book1.html" class="btn btn-dark"> <i class="bi bi-book"></i> Book Website</a>
</div>
</div>
</div>
<div class="col">
<div class="card">
<img src="assets/images/books/front_covers/no_front_cover.jpg" class="card-img-top" alt="Speech and Language Processing">
<div class="card-body">
<h5 class="card-title">Speech and Language Processing</h5>
</div>
<ul class="list-group list-group-flush">
<li class="list-group-item"><b>Author(s):</b> Dan Jurafsky and James H. Martin</li>
<li class="list-group-item"><b>Edition:</b> 3</li>
<li class="list-group-item"><b>Year:</b> 2022</li>
</ul>
<div class="card-body">
<a href="https://web.stanford.edu/~jurafsky/slp3" class="btn btn-dark"> <i class="bi bi-book"></i> Book Website</a>
</div>
</div>
</div>
<div class="col">
<div class="card">
<img src="http://smlbook.org/cover_small.png" class="card-img-top" alt="Machine Learning - A First Course for Engineers and Scientists">
<div class="card-body">
<h5 class="card-title">Machine Learning - A First Course for Engineers and Scientists</h5>
</div>
<ul class="list-group list-group-flush">
<li class="list-group-item"><b>Author(s):</b> Andreas Lindholm, Niklas Wahlström, Fredrik Lindsten, and Thomas B. Schön</li>
<li class="list-group-item"><b>Year:</b> 2022</li>
<li class="list-group-item"><b>Publisher:</b> Cambridge University Press</li>
</ul>
<div class="card-body">
<a href="http://smlbook.org" class="btn btn-dark"> <i class="bi bi-book"></i> Book Website</a>
</div>
</div>
</div>
<div class="col">
<div class="card">
<img src="assets/images/books/front_covers/no_front_cover.jpg" class="card-img-top" alt="Reinforcement Learning: Theory and Algorithms">
<div class="card-body">
<h5 class="card-title">Reinforcement Learning: Theory and Algorithms</h5>
</div>
<ul class="list-group list-group-flush">
<li class="list-group-item"><b>Author(s):</b> Alekh Agarwal, Nan Jiang, Sham M. Kakade, and Wen Sun</li>
<li class="list-group-item"><b>Year:</b> 2022</li>
</ul>
<div class="card-body">
<a href="https://rltheorybook.github.io" class="btn btn-dark"> <i class="bi bi-book"></i> Book Website</a>
</div>
</div>
</div>
<div class="col">
<div class="card">
<img src="https://large-scale-book.mathopt.com/cvx_alg_book.jpg" class="card-img-top" alt="Large-Scale Convex Optimization">
<div class="card-body">
<h5 class="card-title">Large-Scale Convex Optimization</h5>
</div>
<ul class="list-group list-group-flush">
<li class="list-group-item"><b>Author(s):</b> Ernest K. Ryu, and Wotao Yin</li>
<li class="list-group-item"><b>Year:</b> 2022</li>
<li class="list-group-item"><b>Publisher:</b> Cambridge University Press</li>
</ul>
<div class="card-body">
<a href="https://large-scale-book.mathopt.com" class="btn btn-dark"> <i class="bi bi-book"></i> Book Website</a>
</div>
</div>
</div>
<div class="col">
<div class="card">
<img src="https://mit-press-us.imgix.net/covers/9780262046985.jpg" class="card-img-top" alt="Introduction to Online Convex Optimization">
<div class="card-body">
<h5 class="card-title">Introduction to Online Convex Optimization</h5>
</div>
<ul class="list-group list-group-flush">
<li class="list-group-item"><b>Author(s):</b> Elad Hazan</li>
<li class="list-group-item"><b>Edition:</b> 2</li>
<li class="list-group-item"><b>Year:</b> 2022</li>
<li class="list-group-item"><b>Publisher:</b> MIT Press</li>
</ul>
<div class="card-body">
<a href="https://sites.google.com/view/intro-oco/home" class="btn btn-dark"> <i class="bi bi-book"></i> Book Website</a>
</div>
</div>
</div>
<div class="col">
<div class="card">
<img src="https://deeplearningtheory.com/images/PDLT-cover.jpg" class="card-img-top" alt="The Principles of Deep Learning Theory">
<div class="card-body">
<h5 class="card-title">The Principles of Deep Learning Theory</h5>
</div>
<ul class="list-group list-group-flush">
<li class="list-group-item"><b>Author(s):</b> Daniel A. Roberts, Sho Yaida, and Boris Hanin</li>
<li class="list-group-item"><b>Year:</b> 2022</li>
<li class="list-group-item"><b>Publisher:</b> Cambridge University Press</li>
</ul>
<div class="card-body">
<a href="https://deeplearningtheory.com"" class="btn btn-dark"> <i class="bi bi-book"></i> Book Website</a>
</div>
</div>
</div>
<div class="col">
<div class="card">
<img src="https://d2l.ai/_images/front.png" class="card-img-top" alt="Dive into Deep Learning">
<div class="card-body">
<h5 class="card-title">Dive into Deep Learning</h5>
</div>
<ul class="list-group list-group-flush">
<li class="list-group-item"><b>Author(s):</b> Aston Zhang, Zachary C. Lipton, Mu Li and Alexander J. Smola</li>
<li class="list-group-item"><b>Year:</b> 2021</li>
</ul>
<div class="card-body">
<a href="https://d2l.ai" class="btn btn-dark"> <i class="bi bi-book"></i> Book Website</a>
</div>
</div>
</div>
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<img src="assets/images/books/front_covers/no_front_cover.jpg" class="card-img-top" alt="Machine Learning and Big Data">
<div class="card-body">
<h5 class="card-title">Machine Learning and Big Data</h5>
</div>
<ul class="list-group list-group-flush">
<li class="list-group-item"><b>Author(s):</b> Kareem Alkaseer</li>
<li class="list-group-item"><b>Year:</b> 2021</li>
</ul>
<div class="card-body">
<a href="http://www.kareemalkaseer.com/books/ml/"" class="btn btn-dark"> <i class="bi bi-book"></i> Book Website</a>
</div>
</div>
</div>
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<img src="assets/images/books/front_covers/no_front_cover.jpg" class="card-img-top" alt="Learning Statistical Models Through Simulation in R">
<div class="card-body">
<h5 class="card-title">Learning Statistical Models Through Simulation in R</h5>
</div>
<ul class="list-group list-group-flush">
<li class="list-group-item"><b>Author(s):</b> Dale J Barr</li>
<li class="list-group-item"><b>Year:</b> 2021</li>
</ul>
<div class="card-body">
<a href="https://psyteachr.github.io/stat-models-v1/index.html" class="btn btn-dark"> <i class="bi bi-book"></i> Book Website</a>
</div>
</div>
</div>
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<div class="card">
<img src="assets/images/books/front_covers/no_front_cover.jpg" class="card-img-top" alt="Deep Learning Interviews">
<div class="card-body">
<h5 class="card-title">Deep Learning Interviews</h5>
</div>
<ul class="list-group list-group-flush">
<li class="list-group-item"><b>Author(s):</b> Shlomo Kashani, and Amir Ivry</li>
<li class="list-group-item"><b>Year:</b> 2021</li>
<li class="list-group-item"><b>Publisher:</b> Interviews AI</li>
</ul>
<div class="card-body">
<a href="https://arxiv.org/abs/2201.00650" class="btn btn-dark"> <i class="bi bi-book"></i> Book Website</a>
</div>
</div>
</div>
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<div class="card">
<img src="https://datascienceatthecommandline.com/2e/images/cover-small.png" class="card-img-top" alt="Data Science at the Command Line">
<div class="card-body">
<h5 class="card-title">Data Science at the Command Line</h5>
</div>
<ul class="list-group list-group-flush">
<li class="list-group-item"><b>Author(s):</b> Jeroen Janssens</li>
<li class="list-group-item"><b>Edition:</b> 2</li>
<li class="list-group-item"><b>Year:</b> 2021</li>
<li class="list-group-item"><b>Publisher:</b> O'REILLY</li>
</ul>
<div class="card-body">
<a href="https://datascienceatthecommandline.com/2e/index.html" class="btn btn-dark"> <i class="bi bi-book"></i> Book Website</a>
</div>
</div>
</div>
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<div class="card">
<img src="https://web.njit.edu/~ym329/dlg_book/cover_english.png" class="card-img-top" alt="Deep Learning on Graphs">
<div class="card-body">
<h5 class="card-title">Deep Learning on Graphs</h5>
</div>
<ul class="list-group list-group-flush">
<li class="list-group-item"><b>Author(s):</b> Yao Ma, and Jiliang Tang</li>
<li class="list-group-item"><b>Year:</b> 2021</li>
<li class="list-group-item"><b>Publisher:</b> Cambridge University Press</li>
</ul>
<div class="card-body">
<a href="https://web.njit.edu/~ym329/dlg_book" class="btn btn-dark"> <i class="bi bi-book"></i> Book Website</a>
</div>
</div>
</div>
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<div class="card">
<img src="https://www.bayesrulesbook.com/chapters/figs/index/book_cover.jpeg" class="card-img-top" alt="Bayes Rules!">
<div class="card-body">
<h5 class="card-title">Bayes Rules!</h5>
</div>
<ul class="list-group list-group-flush">
<li class="list-group-item"><b>Author(s):</b> Alicia A. Johnson, Miles Q. Ott, and Mine Dogucu</li>
<li class="list-group-item"><b>Year:</b> 2021</li>
<li class="list-group-item"><b>Publisher:</b> CRC Press</li>
</ul>
<div class="card-body">
<a href="https://www.bayesrulesbook.com" class="btn btn-dark"> <i class="bi bi-book"></i> Book Website</a>
</div>
</div>
</div>
<div class="col">
<div class="card">
<img src="https://physicsbaseddeeplearning.org/_images/logo-xl.jpg" class="card-img-top" alt="Physics-based Deep Learning Book">
<div class="card-body">
<h5 class="card-title">Physics-based Deep Learning Book</h5>
</div>
<ul class="list-group list-group-flush">
<li class="list-group-item"><b>Author(s):</b> Nils Thuerey, Philipp Holl, Maximilian Mueller, Patrick Schnell, and Felix Trost and Kiwon Um</li>
<li class="list-group-item"><b>Edition:</b> 0.2</li>
<li class="list-group-item"><b>Year:</b> 2021</li>
</ul>
<div class="card-body">
<a href="https://physicsbaseddeeplearning.org"" class="btn btn-dark"> <i class="bi bi-book"></i> Book Website</a>
</div>
</div>
</div>
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<div class="card">
<img src="https://probability4datascience.com/pix/cover.png" class="card-img-top" alt="Introduction to Probability for Data Science">
<div class="card-body">
<h5 class="card-title">Introduction to Probability for Data Science</h5>
</div>
<ul class="list-group list-group-flush">
<li class="list-group-item"><b>Author(s):</b> Stanley H. Chan</li>
<li class="list-group-item"><b>Year:</b> 2021</li>
<li class="list-group-item"><b>Publisher:</b> Michigan Publishing</li>
</ul>
<div class="card-body">
<a href="https://probability4datascience.com"" class="btn btn-dark"> <i class="bi bi-book"></i> Book Website</a>
</div>
</div>
</div>
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<div class="card">
<img src="https://media.springernature.com/w306/springer-static/cover-hires/book/978-1-0716-1418-1" class="card-img-top" alt="An Introduction to Statistical Learning">
<div class="card-body">
<h5 class="card-title">An Introduction to Statistical Learning</h5>
</div>
<ul class="list-group list-group-flush">
<li class="list-group-item"><b>Author(s):</b> Gareth James, Daniela Witten, Trevor Hastie and Robert Tibshirani</li>
<li class="list-group-item"><b>Edition:</b> 2</li>
<li class="list-group-item"><b>Year:</b> 2021</li>
<li class="list-group-item"><b>Publisher:</b> Springer</li>
</ul>
<div class="card-body">
<a href="https://www.statlearning.com" class="btn btn-dark"> <i class="bi bi-book"></i> Book Website</a>
</div>
</div>
</div>
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<div class="card">
<img src="https://hefferon.net/computation/cover.png" class="card-img-top" alt="Theory of Computation">
<div class="card-body">
<h5 class="card-title">Theory of Computation</h5>
</div>
<ul class="list-group list-group-flush">
<li class="list-group-item"><b>Author(s):</b> Jim Hefferon</li>
<li class="list-group-item"><b>Year:</b> 2021</li>
</ul>
<div class="card-body">
<a href="https://joshua.smcvt.edu/computation/book.pdf"" class="btn btn-dark"> <i class="bi bi-book"></i> Book Website</a>
</div>
</div>
</div>
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<div class="card">
<img src="http://szeliski.org/Book/imgs/Szeliski2ndBookFrontCover.png" class="card-img-top" alt="Computer Vision: Algorithms and Applications">
<div class="card-body">
<h5 class="card-title">Computer Vision: Algorithms and Applications</h5>
</div>
<ul class="list-group list-group-flush">
<li class="list-group-item"><b>Author(s):</b> Richard Szeliski</li>
<li class="list-group-item"><b>Edition:</b> 2</li>
<li class="list-group-item"><b>Year:</b> 2021</li>
<li class="list-group-item"><b>Publisher:</b> Springer</li>
</ul>
<div class="card-body">
<a href="http://szeliski.org/Book/" class="btn btn-dark"> <i class="bi bi-book"></i> Book Website</a>
</div>
</div>
</div>
<div class="col">
<div class="card">
<img src="https://greenteapress.com/wp/wp-content/uploads/2021/04/think_bayes_2e_cover_medium.jpg" class="card-img-top" alt="Think Bayes">
<div class="card-body">
<h5 class="card-title">Think Bayes</h5>
</div>
<ul class="list-group list-group-flush">
<li class="list-group-item"><b>Author(s):</b> Allen B. Downey</li>
<li class="list-group-item"><b>Edition:</b> 2</li>
<li class="list-group-item"><b>Year:</b> 2021</li>
<li class="list-group-item"><b>Publisher:</b> O'REILLY</li>
</ul>
<div class="card-body">
<a href="https://greenteapress.com/wp/think-bayes" class="btn btn-dark"> <i class="bi bi-book"></i> Book Website</a>
</div>
</div>
</div>
<div class="col">
<div class="card">
<img src="https://mml-book.github.io/static/images/mml-book-cover.jpg" class="card-img-top" alt="Mathematics for Machine Learning">
<div class="card-body">
<h5 class="card-title">Mathematics for Machine Learning</h5>
</div>
<ul class="list-group list-group-flush">
<li class="list-group-item"><b>Author(s):</b> Marc Peter Deisenroth, A. Aldo Faisal, and Cheng Soon Ong.</li>
<li class="list-group-item"><b>Year:</b> 2020</li>
<li class="list-group-item"><b>Publisher:</b> Cambridge University Press</li>
</ul>
<div class="card-body">
<a href="https://mml-book.github.io/" class="btn btn-dark"> <i class="bi bi-book"></i> Book Website</a>
</div>
</div>
</div>
<div class="col">
<div class="card">
<img src="https://hefferon.net/linearalgebra/cover.png" class="card-img-top" alt="Linear Algebra">
<div class="card-body">
<h5 class="card-title">Linear Algebra</h5>
</div>
<ul class="list-group list-group-flush">
<li class="list-group-item"><b>Author(s):</b> Jim Hefferon</li>
<li class="list-group-item"><b>Edition:</b> 4</li>
<li class="list-group-item"><b>Year:</b> 2020</li>
<li class="list-group-item"><b>Publisher:</b> leanpub</li>
</ul>
<div class="card-body">
<a href="https://hefferon.net/linearalgebra/index.html"" class="btn btn-dark"> <i class="bi bi-book"></i> Book Website</a>
</div>
</div>
</div>
<div class="col">
<div class="card">
<img src="http://web4.cs.ucl.ac.uk/staff/D.Barber/textbook/jacket.gif" class="card-img-top" alt="Bayesian Reasoning and Machine Learning">
<div class="card-body">
<h5 class="card-title">Bayesian Reasoning and Machine Learning</h5>
</div>
<ul class="list-group list-group-flush">
<li class="list-group-item"><b>Author(s):</b> David Barber</li>
<li class="list-group-item"><b>Year:</b> 2020</li>
<li class="list-group-item"><b>Publisher:</b> Cambridge University Press</li>
</ul>
<div class="card-body">
<a href="http://www.cs.ucl.ac.uk/staff/d.barber/brml"" class="btn btn-dark"> <i class="bi bi-book"></i> Book Website</a>
</div>
</div>
</div>
<div class="col">
<div class="card">
<img src="https://images.routledge.com/common/jackets/crclarge/978113836/9781138369917.jpg" class="card-img-top" alt="Introduction to Probability">
<div class="card-body">
<h5 class="card-title">Introduction to Probability</h5>
</div>
<ul class="list-group list-group-flush">
<li class="list-group-item"><b>Author(s):</b> Joseph K. Blitzstein and Jessica Hwang</li>
<li class="list-group-item"><b>Edition:</b> 2</li>
<li class="list-group-item"><b>Year:</b> 2019</li>
<li class="list-group-item"><b>Publisher:</b> Routledge</li>
</ul>
<div class="card-body">
<a href="http://probabilitybook.net/"" class="btn btn-dark"> <i class="bi bi-book"></i> Book Website</a>
</div>
</div>
</div>
<div class="col">
<div class="card">
<img src="https://media.springernature.com/w306/springer-static/cover-hires/book/978-3-030-05318-5" class="card-img-top" alt="Automated Machine Learning">
<div class="card-body">
<h5 class="card-title">Automated Machine Learning</h5>
</div>
<ul class="list-group list-group-flush">
<li class="list-group-item"><b>Author(s):</b> Frank Hutter, Lars Kotthoff and Joaquin Vanschoren</li>
<li class="list-group-item"><b>Year:</b> 2019</li>
<li class="list-group-item"><b>Publisher:</b> Springer</li>
</ul>
<div class="card-body">
<a href="https://www.automl.org/book/"" class="btn btn-dark"> <i class="bi bi-book"></i> Book Website</a>
</div>
</div>
</div>
<div class="col">
<div class="card">