Data Analysis From Scratch with Python

Examples of Data Analysis from beginning to end, the examples are simulating from Peter Morgan's book.

Contents

1. Iris Dataset
2. Getting & Processing Data
3. Data Visualization
4. Supervised & Unsupervised
5. Regression
6. Decision Tree
7. Random Forest
8. Classification
9. K-Nearests Neighbors
10. Decision Tree Classification
11. Random Forest
12. Clustering
13. Association Rule Learning
14. Reinforcement Learning
15. Artificial Neural Network
16. Natural Language Processing