- 7 types of regression techniques you should know in Machine Learning
- What are the best use cases of regression?
- Understanding errors and residusla - video by Khan Academy
- Tutorial: Understanding Regression Error Metrics in Python
- MAE and RMSE — Which Metric is Better?
Check your knowledge:
- When will you use regression?
- What are some regression algorithms?
- Know what is an error / residual
- Understand different error metrics
- Sum of Squared Error (SSE)
- Mean square error (MSE)
- Mean absolute error (MAE)
- Root mean squared error (RMSE)
★☆☆ - Easy
★★☆ - Medium
★★★ - Challenging
★★★★ - Bonus