Learning From Data - Solutions
This is the code/math I wrote in order to solve most of the assignments of Learning From Data, a machine learning course by Caltech.
Disclaimer: Don't follow this material blindly, it might be wrong. Use your judgement.
A Note About The Honor Code
The solutions were released incrementally, one assignment at a time, after each deadline. According to the course staff, this is ok; in fact, the professor himself encourages the students to show their solutions.
To fully enjoy the course, do not look at the solutions provided here until you submit your answer.
Requirements
How The Assignments Are Organized
Solutions for each week's homework are kept in its own directory. Each directory
contains a README file that explains the main purpose of the homework along
with the following subdirectories:
- /img
- Figures and plots generated during my thinking process
- /math
- Explanations and solutions involving math
- /src
- Octave code that answers the more practical questions
Donate
If this project is useful for you, buy me a beer!
Bitcoin: bc1qtwyfcj7pssk0krn5wyfaca47caar6nk9yyc4mu
License
Code And Plots
Copyright (C) Daniel Fernandes Martins. Distributed under the New BSD License.
Homework Assignments
Copyright (C) Yaser Abu-Mostafa. All rights reserved.