alstjgg/ISLR

An Introduction to Statistical Learning

Introduction to Statistical Learning

• An Introduction to Statistical Learning.pdf
• Summary
• ISLR with python
• Data+

Ch 2 Statistical Learning

• 2.1 What Is Statistical Learning
• 2.2 Assessing Model Accuracy

Ch 3 Linear Regression

: Supervised learning tool for predicting a quantitative response

Questions to answer ...

1. Is there are relationship?
2. How strong is the relationship?
3. Which features are associated with target feature?
4. How large is the association?
5. How accurately can we make a prediction?
6. Is the relationship linear?
7. Is there synergy among features?

• 3.1 Simple Linear Regression