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The new edition of this popular, undergraduate textbook has been revised and updated to reflect current growth areas in Machine Learning. The new edition includes three new chapters with more detailed discussion of Markov Chain Monte Carlo techniques, Classification and Regression with Gaussian Processes, and Dirichlet Process models.
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A First Course in Machine Learning, Simon Rogers
- Language
- Released
- 2020
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- (Paperback)
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- Title
- A First Course in Machine Learning
- Language
- English
- Authors
- Simon Rogers
- Publisher
- Taylor & Francis Ltd
- Released
- 2020
- Format
- Paperback
- ISBN10
- 0367574640
- ISBN13
- 9780367574642
- Category
- Mathematics, Nature in general
- Description
- The new edition of this popular, undergraduate textbook has been revised and updated to reflect current growth areas in Machine Learning. The new edition includes three new chapters with more detailed discussion of Markov Chain Monte Carlo techniques, Classification and Regression with Gaussian Processes, and Dirichlet Process models.