Fundamentals-of-AI-and-Data-science-basic-python-codes

Basic python codes for AI and Data Science concepts. The following codes are included:

1. Breadth first search in artificial intelligence
2. Depth first search in artificial intelligence
3. Depth limited search in artificial intelligence
4. Iterative deepening search in artificial intelligence
5. Uniform cost search in artificial intelligence
6. Greedy best first search in artificial intelligence
7. A* search in artificial intelligence
8. Genetic algorithm in artificial intelligence
9. Simulated annealing in artificial intelligence
10. Alpha beta pruning in artificial intelligence
11. Map colouring problem in applications of constraint satisfaction problem using backtracking in artificial intelligence
12. House allocation problem in applications of constraint satisfaction problem in artificial intelligence
13. Z test in data science
14. T test in data science
15. 1 way ANOVA in data science
16. 2 way ANOVA in data science
17. Linear regression in data science
18. Logistic regression in data science

Additionally, a basic code for visualisation of graphs used in the search strategy implementation is also included.