Lecture 3: Introduction to Regression kNN and Linear Regression
Key Word(s): Knn, Knn Regression, MSE, Data Plotting
Slides
- Lecture 3 : Introduction to Regression Part A - kNN (PDF)
- Lecture 3 : Introduction to Regression Part B - Error Evaluation and Model Comparison (PDF)
- Lecture 3 : Introduction to Regression Part C – Linear Models (PDF)
Exercises
- Lecture 3: Exercise: Simple Data Plotting [Notebook]
- Lecture 3: Exercise: Simple kNN Regression [Notebook]
- Lecture 3: Exercise: Finding the Best k in kNN Regression [Notebook]
- Lecture 3: Exercise: MSE for Varying Beta Values [Notebook]
- Lecture 3: Exercise: Linear Regression using Sklearn [Notebook]