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This is the supporting wiki for the book Machine Learning Engineering written by me, Andriy Burkov.
Just like my previous bestselling <a href=http://themlbook.com>The Hundred-Page Machine Learning Book</a>, this book is distributed on the “read-first, buy-later” principle. I strongly believe that paying for the content before consuming it is buying a pig in a poke. You can see and try a car in a dealership before you buy it. You can try on a shirt or a dress in a department store. You have to be able to read a book before paying for it.
The read-first, buy-later principle implies that you can freely download the book, read it, and share it with your friends and colleagues. Only if you liked the book or found it useful, then buy it.
Enjoy!
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Released Drafts of the Chapters
- Chapter 1: Introduction
- Chapter 2: Before the Project Starts
- Chapter 3: Data Collection and Preparation
- Chapter 4: Feature Engineering
- Chapter 5: Supervised Model Training (Part 1)
- Chapter 6: Supervised Model Training (Part 2)
- Chapter 7: Model Evaluation
- Chapter 8: Model Deployment
- Chapter 9: Model Serving, Monitoring, and Maintenance
- Chapter 10: Conclusion
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