- Random Number generator algorithm
- Approximating Pi
- Random Permutation Testing
- Matrix Multiplication (Brute Force & Strassens)
- Multi Armed Bandit Algorithm (Epsilon Greedy and Thompson Sampling based) Reinforcement Learning.
- Least squares regression Algorithm from intuition
- Exact Bayes Classification
- Naive Bayes Classification
- Decision Tree Classifier