Foundations of Statistical Learning & Algorithms Course
by Coursera
Master linear algebra, probability, and optimization with Northeastern University. Build the mathematical foundation for machine learning and data science.
Why this course
- Covers essential mathematical foundations for machine learning in depth
- Well-structured progression from linear algebra to optimization
- Includes advanced topics like SVD and Cholesky decomposition
- Strong theoretical preparation for advanced data science programs
