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Books like The Hundred-Page Machine Learning Book by Andriy Burkov


First publish date: 2019
Authors: Andriy Burkov
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The Hundred-Page Machine Learning Book by Andriy Burkov

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Books similar to The Hundred-Page Machine Learning Book (6 similar books)

Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow by 8245430|Aurélien Géron book cover

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Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow teaches practitioners to build intelligent systems with Python, covering core machine learning, deep learning, and TensorFlow 2 tools.

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The Elements of Statistical Learning by 12158869|Trevor Hastie book cover

📘 The Elements of Statistical Learning
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The Elements of Statistical Learning explains key statistical methods that underlie modern machine learning, data mining, and bioinformatics, covering supervised and unsupervised learning techniques such as classification trees, neural networks, and support vector machines.

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Deep Learning by 11775475|Ian Goodfellow book cover

📘 Deep Learning
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Deep Learning is a comprehensive textbook that equips students and practitioners with the foundational knowledge and practical skills needed to enter the fields of machine learning and deep learning.

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Pattern Recognition and Machine Learning by 8824929|Christopher M. Bishop book cover

📘 Pattern Recognition and Machine Learning
 by Christopher M. Bishop


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An Introduction to Statistical Learning by 7184749|Gareth James book cover

📘 An Introduction to Statistical Learning
 by Gareth James

An Introduction to Statistical Learning offers a practitioner‑friendly guide to modern statistical learning methods, including linear regression, classification, resampling, shrinkage, tree‑based models, SVMs, and clustering, with R tutorials and real‑world examples.

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Deep Learning for Coders with Fastai and Pytorch by 893914|Jeremy Howard book cover

📘 Deep Learning for Coders with Fastai and Pytorch
 by Jeremy Howard


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Some Other Similar Books

Machine Learning Yearning by Andrew Ng
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