Content Outline
Algebra
- Basic algebraic operations
- Equations and inequalities
- Functions and graphs
Lab
- Solving algebraic equations, graph plotting
Calculus
- Limits and continuity
- Differentiation and integration
- Applications of derivatives and integrals
- Lab
- Solving calculus problems using Python
Probability
- Basic probability concepts
- Conditional probability and Bayes' theorem
- Probability distributions (binomial, normal)
Linear Algebra
- Vectors and matrices
- Matrix operations
- Eigenvalues and eigenvectors
Lab
- Matrix operations using NumPy