Prerequisites
- Linear Algebra
- Statistics
- Probability
- Calculus - single and multi-variable and differential equations
- Linear and convex optimization
- Python, Java
- Other programming knowledge
Online Courses
- Andrew Ng: Machine Learning at Coursera
- Yaser S. Abu-Mostafa: Learning From Data, Introductory Machine Learning Course at Caltech, edX
- Iowa State University: Machine Learning
- MIT: Machine Learning
- Gilbert Strang: Linear Algebra Course
- Standford SEE Courses
Books
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