Artificial Intelligence - Syllabus for written test
- Calculus: Limits, continuity and differentiability. Maxima and minima. Mean value theorem. Integration.
- Linear Algebra: Matrices, determinants, system of linear equations, eigenvalues and eigenvectors, LU decomposition
- Probability: Random variables. Uniform, normal, exponential, Poisson and binomial distributions. Mean, median, mode and standard deviation. Conditional probability and Bayes theorem.