關於 machine learning book ，我們在網路上蒐集到這些相關的討論、資訊與評價

#11. Routledge & CRC Press The Best Machine Learning Books

The best Machine Learning books for beginners ... A First Course in Machine Learning by Simon Rogers and Mark Girolami provides an essential, accessible ...

#12. AI & Machine Learning Books | Wiley

AI & Machine Learning ; The Data Science Handbook. Field Cady ...

#13. mml-book.pdf - Mathematics for Machine Learning

For readers with a mathematical back- ground, this book provides a brief but precisely stated glimpse of machine learning. In contrast to other books that focus ...

#14. Understanding Machine Learning: From Theory to ... - CS.HUJI

The book is based on Introduction to Machine Learning courses taught by Shai. Shalev-Shwartz at the Hebrew University and by Shai Ben-David at the Univer-.

#15. Pattern Recognition and Machine Learning

Cambridge Core academic books, journals and resources for Pattern Recognition and Machine ... Mathematical Analysis of Machine Learning Algorithms; Book ...

#16. Machine Learning Simplified

About this book ... The underlying goal of "Machine Learning Simplified" is to develop strong intuition into inner workings of ML. We use simple intuitive ...

#17. Hands-On Machine Learning with Scikit-Learn, Keras, and ...

Book description. Through a series of recent breakthroughs, deep learning has boosted the entire field of machine learning. Now, even programmers who know ...

#18. Best Machine Learning Books for Beginners & Experts [2022]

Best Machine Learning Books ; 1. Hands-on ML with Scikit-Learn, Keras & TensorFlow.

#19. Machine Learning textbook

Machine Learning is the study of computer algorithms that improve automatically through experience. This book provides a single source introduction to the ...

#20. 15 Free Machine Learning and Deep Learning Books

Understanding Machine Learning: From Theory to Algorithms · Think Stats: Probability and Statistics for Programmers · An Introduction to ...

#21. Trustworthy Machine Learning by Kush R. Varshney

Hello and welcome! I'm very happy that you've entrusted me and the book Trustworthy Machine Learning to accompany you on your journey toward creating ...

#22. What are some good books on machine learning? - Quora

1. Machine Learning by Geoffrey Hinton · 2. Deep Learning by Yoshua Bengio and Aaron Courville · 3. Supervised Learning by Trevor Hastie, Robert Tibshirani · 4.

#23. Machine Learning - A First Course for Engineers and ...

It was published by Cambridge University Press in 2022, and you can order printed books from them or through most bookstores. Book cover. Andreas Lindholm, ...

#24. Machine Learning Algorithms in Depth

This unique guide will take you from relying on one-size-fits-all ML libraries to developing your own algorithms to solve your business needs. about the book.

#25. Machine learning education | TensorFlow

Learn the basics of ML with this collection of books and online courses. You will be introduced to ML and guided through deep learning using TensorFlow 2.0.

#26. Machine learning books - Waterstones

Superintelligence · Superintelligence · Nick Bostrom ; How to Speak Whale · How to Speak Whale · Tom Mustill ; Weapons of Math Destruction · Weapons of Math… Cathy O ...

#27. Machine Learning: Foundations, Methodologies, and ...

Book titles in this series ; Foundations of Deep Learning · Fengxiang He; Dacheng Tao ; Introduction to Transfer Learning. Algorithms and Practice · Jindong Wang ...

#28. janishar/mit-deep-learning-book-pdf - GitHub

MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville - GitHub ...

#29. The Hundred-Page Machine Learning Book by Andriy ...

Machine Learning is what drives AI. Experts in this domain are rare, employers fight for the ML-skilled talent. With this book, you will learn how Machine ...

#30. Machine Learning Books ( Free ) - PDF Drive

103 Pages·2018·1.58 MB·95,447 Downloads·New! MACHINE LEARNING - PYTHONBuy the Paperback version of this book, and get the Kindle eBook version ...

#31. Barto Book: Reinforcement Learning: An Introduction - Sutton

Reinforcement Learning : An Introduction. Small book cover. Richard S. Sutton and Andrew G. Barto. Second Edition (see here for the first edition)

#32. Machine Learning - BPB Online

Buy best Machine Learning online at best prices from one of the biggest book-selling Publishers - BPB Publication. ✓ Free Shipping ✓ Best Offers.

#33. Fairness and machine learning

To cite this book, please use this bibtex entry: @book{barocas-hardt-narayanan, title = {Fairness and Machine Learning: Limitations and ...

#34. Dive into Deep Learning

Interactive deep learning book with code, math, and discussions ... We offer an interactive learning experience with mathematics, figures, code, text, ...

#35. Introduction to Machine Learning - Wolfram

Book combines coding examples with explanatory text to show what machine learning is, applications, and how it works. Explore classification, regression ...

#36. Machine Learning Books & eBooks | Apress

Explore data intelligently with the latest in AI and data science techniques. Build classifiers, test kernel methods, and try out biologically-inspired ...

#37. Machine Learning Yearning Book - DeepLearning.AI

Get The Machine Learning Yearning Book By Andrew NG | Free download | an introductory book about developing ML algorithms.

#38. Best Books for Machine Learning to Read in 2023

Top 8 Best Machine Learning Books to Read in 2023 · 1. The Hundred-Page Machine Learning Book · 2. Machine Learning: The New AI · 3. The Elements ...

#39. “Machine Learning” by Tom M. Mitchell - CIn UFPE

Book Info: Presents the key algorithms and theory that form the core of machine learning. Discusses such theoretical issues as How does learning performance ...

#40. 30 Best Data Science Books to Read in 2023 - Analytics Vidhya

Because data science involves many topics besides computing, such as mathematics, probability, statistical learning, programming, machine ...

#41. Statistics Books for Machine Learning

Statistics Books for Machine Learning ; Naked Statistics - Stripping the Dread from the Data. Naked Statistics – Stripping the Dread from the ...

#42. INTRODUCTION TO MACHINE LEARNING - Alex Smola

Machine Learning is the study of computer algorithms that improve ... This page has pointers to my draft book on Machine Learning and to its ...

#43. Model-Based Machine Learning (Early Access): an online book

Machine learning book which uses a model-based approach.

#44. Machine Learning: a Probabilistic Perspective

Machine Learning : a Probabilistic Perspective. by Kevin Patrick Murphy. MIT Press, 2012. See new web page.

#45. Andriy Burkov The Hundred-Page Machine Learning Book

Let's start by telling the truth: machines don't learn. What a typical “learning machine” does, is finding a mathematical formula, which, when applied to a ...

#46. Neural networks and deep learning

The book will teach you about: Neural networks, a beautiful biologically-inspired programming paradigm which enables a computer to learn from observational data ...

#47. The Hundred-Page Machine Learning Book (paperback) - 天瓏

書名：The Hundred-Page Machine Learning Book (paperback)，ISBN：199957950X，作者：Andriy Burkov，出版社：Andriy Burkov，出版日期：2019-01-01，分類：Machine ...

#48. Mehryar Mohri -- Foundations of Machine Learning - Book

book (PDF, HTML). lecture slides. Hardcopy (MIT Press, Amazon). Errata (printing 1). Foundations of Machine Learning Mehryar Mohri, Afshin Rostamizadeh, ...

#49. Experts recommend Machine Learning books - MentorCruise

Richard Sutton's book on Machine Learning is universally regarded as one of the most fundamental and important pieces on the matter. Reinforcement Learning is ...

#50. Machine Learning Books | ICT Academy at IITK

Machine Learning · A good book to follow “An introduction to Statistical Learning” with, or to read at the same time. · This book describes the underlying ...

#51. Machine Learning Books - Goodreads

Machine Learning Books ; Pattern Recognition and Machine Learning (Hardcover) · Christopher M. Bishop ; Hands-On Machine Learning with Scikit-Learn and TensorFlow ...

#52. MATLAB for Machine Learning - MATLAB & Simulink Books

MATLAB for Machine Learning will help readers build a foundation in machine learning using MATLAB for beginners. The book starts by getting one's system ...

#53. Books - Sebastian Raschka

This second edition of Sebastian Raschka's bestselling book, Python Machine Learning, is now thoroughly updated using the latest Python open source libraries, ...

#54. Pattern Recognition and Machine Learning - Microsoft Research

This hard cover book has 738 pages in full colour, and there are 431 graded exercises. Solutions for these exercises and extensive support for course ...

#55. 15 Completely Free Machine Learning and Deep Learning ...

15 Completely Free Machine Learning and Deep Learning Books · 1. Think Stats · 2. Dive into Deep Learning · 3. Advanced Applications for Artificial ...

#56. 24 Best (and Free) Books To Understand Machine Learning

1. ISLR · 2. Neural Networks and Deep Learning · 3. Pattern Recognition and Machine Learning · 4. Deep Learning Book · 5. Understanding Machine ...

#57. Best Machine Learning Books to Read in 2022 - CIO Insight

The most popular machine learning books · Machine Learning for Absolute Beginners: A Plain Introduction · The Hundred-Page Machine Learning Book ...

#58. Machine Learning Books - Javatpoint

Machine Learning Books · 1. Hands-On Machine Learning with Scikit-Learn and TensorFlow (2nd Edition) written by Aurélien Géron · 2. The Hundred-Page Machine ...

#59. The Mechanics of Machine Learning

Terence Parr and Jeremy Howard. Copyright © 2018-2019 Terence Parr. All rights reserved. Please don't replicate on web or redistribute in any way. This book ...

#60. 10 Best ML Textbooks that All Data Scientists Should Read

Artificial Intelligence: A Modern Approach · Deep Learning · The Hundred-Page Machine Learning Book · The Elements of Statistical Learning: Data ...

#61. The Big Book of Machine Learning Use Cases

Reviews, Ratings, and Recommendations: Amazon. Related Book Categories: Machine Learning · Deep Learning and Neural Networks · Artificial Intelligence · Data ...

#62. Introduction to Machine Learning Interviews Book - Chip Huyen

The book consists of two parts. The first part provides an overview of the machine learning interview process, what types of machine learning roles are ...

#63. Machine Learning - OUP India

This book on Machine Learning is designed as a textbook for undergraduate and post-graduate students of engineering. It provides a comprehensive coverage of ...

#64. Foundations of Machine Learning - Google Books

Fundamental topics in machine learning are presented along with theoretical and conceptual tools for the discussion and proof of algorithms.

#65. 12 Machine Learning Books You Should Read in 2023

1. Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow · 2. Learning Scientific Programming with Python · 3. Python Quick Guide · 4.

#66. The best books to become a machine learning engineer

The best books if you want to become a machine learning engineer ; Hands-On Machine Learning with Scikit-Learn, Keras, and Tensorflow: Concepts, Tools, and ...

#67. The Big Book of Machine Learning Use Cases - Databricks

The world of machine learning is evolving so quickly that it's challenging to find real-life use cases that are relevant to your day-to-day work.

#68. Machine Learning: | Guide books - ACM Digital Library

Decision Tree Learning Chapter 4. Artificial Neural Networks Chapter 5. Evaluating Hypotheses Chapter 6. Bayesian Learning Chapter 7. Computational Learning ...

#69. Discover Machine Learning Books - Scribd

Discover the best Machine Learning books and audiobooks. Learn from Machine Learning experts like Sebastian Raschka and John Hearty. Read Machine Learning ...

#70. Best Practical Machine Learning Books - Kaggle

Best Practical Machine Learning Books · Download Link - Hands-on Machine Learning with Scikit-Learn, Keras, and TensorFlow 2 · Download Link - Introduction to ...

#71. Machine Learning and Deep Learning in Real-Time ...

Machine Learning and Deep Learning in Real-Time Applications: 9781799830955: Computer Science & IT Books.

#72. Top Machine Learning Model Deployment Books to Read in ...

Top 5 Books on Machine Learning Model Deployment · 1. Pragmatic Machine Learning with Python: Learn How to Deploy Machine Learning Models in ...

#73. Best Machine Learning Books for Beginners - Naukri.com

What is Machine Learning? · Popular Machine Learning Books · Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow · The Hundred-Page ...

#74. Adversarial Robustness for Machine Learning - 1st Edition

Purchase Adversarial Robustness for Machine Learning - 1st Edition. Print Book & E-Book. ISBN 9780128240205, 9780128242575.

#75. Machine Learning Books | Booktopia

How We Learn : The New Science of Education and the Brain - Stanislas Dehaene · Generative Adversarial Learning : Architectures and Applications - Roozbeh Razavi ...

#76. start [Machine Learning Engineering]

The Hundred-Page Machine Learning Book by Andriy Burkov.

#77. Machine Learning - MIT Press

In this book, machine learning expert Ethem Alpaydın offers a concise overview of the subject for the general reader, describing its ...

#78. Top AI and Machine Learning Books for Business Leaders

In this guide, I have put up a comprehensive list of the top 10 Machine Learning books for business leaders in 2020.

#79. INTRODUCTION MACHINE LEARNING - Stanford AI Lab

In this book we fo- cus on learning in machines. There are several parallels between animal and machine learning.

#80. Python books on Machine Learning and AI - pythonbooks.org

Machine Learning with PyTorch and Scikit-Learn is a comprehensive guide to machine learning and deep learning with PyTorch. It acts as both a step-by-step ...

#81. Is this the BEST BOOK on Machine Learning? Hands On ...

Hands On Machine Learning with Scikit Learn and Tensorflow published by O'Reilly and written by Aurelien Geron could just be the best ...

#82. Top 10 Books for Machine Learning You Should Read | Edureka

Which is the Best Book for Machine Learning? ; Machine Learning For Absolute Beginners by Oliver Theobald ; Machine Learning For Dummies by John ...

#83. 21 Best Machine Learning Books of All Time - Mageplaza

Python Machine Learning is a newbie-friendly machine learning book describing the fundamentals of machine learning and its significance in the digital realm.

#84. Most Recommended Data Science and Machine Learning ...

Most Recommended Books · #1 The Elements of Statistical Learning: Data Mining, Inference and Prediction (“ESL”) · #2 Pattern Recognition and Machine Learning (“ ...

#85. 5 Books That Will Teach You the Math Behind Machine Learning

This book is one of my favorite machine learning books in general. It contains a complete hands-on introduction to the inner workings of neural networks, with ...

#86. 21 BEST Artificial Intelligence Books (2023 Update) - Guru99

Best AI Books for Beginners to Expert · 1) Make Your Own Neural Network · 2) Artificial Intelligence For Dummies · 3) Machine Learning For Absolute ...

#87. Hands-on Machine Learning: excellent book, if you know the ...

Hands-on Machine Learning: excellent book, if you know the basics · A top-to-bottom approach to machine learning · Comprehensive coverage of deep ...

#88. Machine Learning in Image Analysis and Pattern Recognition

Open Access Reprint Book ; Munish Kumar · R. K. Sharma and. Ishwar Sethi ; Published · August 2021 ; Pages · 112 ; ISBN 978-3-0365-1714-8 (hardback); ISBN 978-3-0365- ...

#89. Book webpage - Gaussian Processes for Machine Learning

The MIT Press, 2006. ISBN 0-262-18253-X. ... Gaussian processes (GPs) provide a principled, practical, probabilistic approach to learning in kernel machines. GPs ...

#90. 20 Best Machine Learning Books of All Time - BookAuthority

Buy the Paperback Version of this Book and get the Kindle Book version for FREE Artificial Intelligence, and in particular, Machine Learning is ...

#91. Python Machine Learning - Third Edition - Packt

While some books teach you only to follow instructions, with this machine learning book, Raschka and Mirjalili teach the principles behind machine learning, ...

#92. Introduction to Machine Learning - Wolfram Media

Book for anyone new to the world of AI or those looking to further their understanding. Reproducible coding examples mixed with explanatory ...

#93. Top 20 Artificial Intelligence Books For Beginners 2023

Machine Learning : The New AI gives a concise overview of machine learning. It describes its evolution, explains important learning algorithms, ...

#94. Data Science & Machine Learning Book Available for Download

Data Science & Machine Learning Book Available for Download ... Data Science and Machine Learning: Mathematical and Statistical Methods.

#95. The Art of Machine Learning | No Starch Press

Machine learning without advanced math! This book presents a serious, practical look at machine learning, preparing you for valuable insights on your own ...

#96. [2201.02135] Deep Reinforcement Learning, a textbook - arXiv

The aim of this book is to provide a comprehensive overview of the field of deep reinforcement learning. The book is written for graduate ...