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General Discussion of Machine Learning
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General Discussion of Machine Learning
Free Additional Material
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Online LFD course
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Homework 1
Homework 2
Homework 3
Homework 4
Homework 5
Homework 6
Homework 7
Homework 8
The Final
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Book Feedback - Learning From Data
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Chapter 1 - The Learning Problem
Chapter 2 - Training versus Testing
Chapter 3 - The Linear Model
Chapter 4 - Overfitting
Chapter 5 - Three Learning Principles
e-Chapter 6 - Similarity Based Methods
e-Chapter 7 - Neural Networks
e-Chapter 8 - Support Vector Machines
e-Chapter 9 - Learning Aides
Appendix and Notation
e-Appendices
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Learning From Data book
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