AI, Machine Learning and Deep Learning are transforming numerous industries. But building a machine learning system requires that you make practical decisions:
- Should you collect more training data?
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Should you use end-to-end deep learning?
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How do you deal with your training set not matching your test set?
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and many more.
Historically, the only way to learn how to make these “strategy” decisions has been a multi-year apprenticeship in a graduate program or company. I am writing a book to help you quickly gain this skill so that you can become better at building AI systems.
The book will be around 100 pages and contain many easy-to-read 1-2 page chapters. If you would like to receive a draft of each chapter as it is finished, please sign up for the mailing list.
– Andrew Ng
Read more about Andrew Ng at http://www.andrewng.org/
PS:
The website to sign up for the future version of the book.
C. Cui's Blog 