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{{keywords>The Hundred-Page Machine Learning Book}} | {{keywords>The Hundred-Page Machine Learning Book}} | ||
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+ | <HTML> | ||
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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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+ | </HTML> | ||
{{ :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. | ||
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+ | **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]] | ||
[[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 11,000 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> |