Optimization: Principles and Algorithms - Unconstrained Nonlinear Optimization Course
by EDX
Learn unconstrained nonlinear optimization with Newton’s methods and descent algorithms. Free course from EPFL via edX.
Why this course
- Comprehensive coverage of Newton and descent methods
- Clear, mathematically rigorous explanations from EPFL
- Practical focus on problem formulation and transformation
- Strong foundation for advanced optimization and ML applications
