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start [2019/04/18 19:37]
burkov [Released Drafts of the Chapters]
start [2023/12/25 06:28] (current)
burkov [Released Drafts of the Chapters]
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 {{keywords>​The Hundred-Page Machine Learning Book}} {{keywords>​The Hundred-Page Machine Learning Book}}
 +
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 +<​center><​font size=+1><​a href=https://​www.amazon.com/​dp/​1777005477>​Buy the book on Amazon!</​a></​font></​center>​
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 {{ :​new_cover.png?​nolink&​900 |}} {{ :​new_cover.png?​nolink&​900 |}}
  
 This is the supporting wiki for the book **The Hundred-Page Machine Learning Book** by [[https://​www.linkedin.com/​in/​andriyburkov/​|Andriy Burkov]]. The book [[http://​themlbook.com|is now available]] on Amazon and most major online bookstores. This is the supporting wiki for the book **The Hundred-Page Machine Learning Book** by [[https://​www.linkedin.com/​in/​andriyburkov/​|Andriy Burkov]]. The book [[http://​themlbook.com|is now available]] on Amazon and most major online bookstores.
 +
 +**WARNING!** To avoid buying counterfeits on Amazon, click on [[https://​www.amazon.com/​gp/​offer-listing/​199957950X/​|See All Buying Options]]
 +and choose **Sold by Amazon.com** and not a third-party seller. But better, avoid Amazon by all means. The best way to make sure the author receives a fair part of your money is to buy an e-book on Leanpub.
  
 The wiki contains pages that extend some book chapters with additional information:​ Q&A, code snippets, further reading, tools, and other relevant resources. The wiki contains pages that extend some book chapters with additional information:​ Q&A, code snippets, further reading, tools, and other relevant resources.
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 ===== Join the Mailing List ===== ===== Join the Mailing List =====
  
-To receive updates, subscribe to the mailing list: 
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 ===== Released Drafts of the Chapters ===== ===== Released Drafts of the Chapters =====
  
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   * Chapter 2: [[http://​bit.ly/​theMLbook-Chapter-2|Notation and Definitions]]   * Chapter 2: [[http://​bit.ly/​theMLbook-Chapter-2|Notation and Definitions]]
-  * Chapter 3: [[http://​bit.ly/​theMLbook-Chapter-3|Fundamental Algorithms]]+  * Chapter 3: [[http://​bit.ly/​theMLbook-Chapter-3|Fundamental Algorithms]] ​(plus [[https://​www.dropbox.com/​s/​02k52sbksqf4y6k/​ExtendedChapter3.pdf?​dl=0|in-depth material]])
   * Chapter 4: [[http://​bit.ly/​theMLbook-Chapter-4|Anatomy of a Learning Algorithm]]   * Chapter 4: [[http://​bit.ly/​theMLbook-Chapter-4|Anatomy of a Learning Algorithm]]
-  * Chapter 5: [[http://​bit.ly/​theMLbook-Chapter-5|Basic Practice]] +  * Chapter 5: [[http://​bit.ly/​theMLbook-Chapter-5|Basic Practice]] ​(plus [[https://​www.dropbox.com/​s/​e1y0qur8obh47so/​ExtendedChapter5.pdf?​dl=0|in-depth material]]) 
-  * Chapter 6: [[http://​bit.ly/​theMLbook-Chapter-6|Neural Networks and Deep Learning]]+  * Chapter 6: [[http://​bit.ly/​theMLbook-Chapter-6|Neural Networks and Deep Learning]] ​(plus [[https://​www.dropbox.com/​s/​ouj8ddydc77tewo/​ExtendedChapter6.pdf?​dl=0|in-depth material]])
   * Chapter 7: [[http://​bit.ly/​theMLbook-Chapter-7|Problems and Solutions]]   * Chapter 7: [[http://​bit.ly/​theMLbook-Chapter-7|Problems and Solutions]]
   * Chapter 8: [[http://​bit.ly/​theMLbook-Chapter-8|Advanced Practice]]   * Chapter 8: [[http://​bit.ly/​theMLbook-Chapter-8|Advanced Practice]]
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 Part II: Unsupervised and Other Forms of Learning Part II: Unsupervised and Other Forms of Learning
  
-  * Chapter 9: [[http://​bit.ly/​theMLbook-Chapter09|Unsupervised Learning]]+  * Chapter 9: [[http://​bit.ly/​theMLbook-Chapter09|Unsupervised Learning]] ​(plus [[https://​www.dropbox.com/​s/​8q28yebc4lu93rp/​ExtendedChapter9.pdf?​dl=0|in-depth material]])
   * Chapter 10: [[http://​bit.ly/​theMLbook-Chapter-10|Other Forms of Learning]]   * Chapter 10: [[http://​bit.ly/​theMLbook-Chapter-10|Other Forms of Learning]]
-  * Chapter 11: [[http://​bit.ly/​theMLbook-Chapter-11|Conclusion]]+  * Chapter 11: [[http://​bit.ly/​theMLbook-Chapter-11|Conclusion]] and [[topics_not_covered|additional reading]]
  
 [[https://​github.com/​aburkov/​theMLbook|Code on Github]] [[https://​github.com/​aburkov/​theMLbook|Code on Github]]
 +
 +[[http://​themlbook.com/​wiki/​doku.php?​id=start&​do=index|All wiki pages]]
  
 Don't forget to subscribe to the mailing list if you wish to receive updates! Don't forget to subscribe to the mailing list if you wish to receive updates!
-Already above 12,000 subscribers!+Already above 16,000 subscribers! 
 + 
 +**WARNING!** To avoid buying counterfeit on Amazon, click on [[https://​www.amazon.com/​gp/​offer-listing/​199957950X/​|See All Buying Options]] 
 +and choose **Amazon.com** and not a third-party seller. 
 + 
 +<​HTML>​ 
 + 
 +<​center>​Check my new book: <a href=http://​mlebook.com>​Machine Learning Engineering</​a>​ (2020)</​center>​ 
 + 
 +</​HTML>​