Course Content
Part – 2
Introduction To Mathematical Foundations
- Introduction to Data Optimization
- Calculus and Derivatives Primer
- Finding Maxima and Minima using Derivatives in Data Optimization
- Data Optimization in Minimizing errors in Linear Regression
- Gradient Descent Optimization
- Linear Algebra Primer
- Probability Primer