| Week | Title | Eng | Ro | Data |
|---|---|---|---|---|
| 1 | Least Mean Squares Line Fitting | zip | ||
| 2 | RANSAC Line Fitting | zip | ||
| 3 | Hough Transform Line Fitting | zip | ||
| 4 | Distance Transform | zip | ||
| 5 | Statistical Data Analysis | zip | ||
| 6 | Principal Component Analysis | zip | ||
| 7 | K-means Clustering | zip | ||
| 8 | K-Nearest Neighbor Classifier | zip | ||
| 9 | Naive Bayes Classifier | zip | ||
| 10 | Perceptron Algorithm for Linear Classifier | zip | ||
| 11 | AdaBoost with Decision Stumps | zip | ||
| 12 | Multi-layer Perceptron | ipynb | ipynb | zip |