Statistical Learning is an introductory-level course in supervised learning, with a focus on regression and classification methods offered by Stanford Unviersity for free.
- Introduction
- Overview of Statistical Learning
- Linear Regression
- Classification
- Resampling Methods
- Linear Model Selection and Regularization
- Moving Beyond Linearity
- Tree-Based Methods
- Support Vector Machine
- Unsupervised Learning
You can see the Certificate of Completion and other certificates in my Certificates Repo that contains all my certificates obtained through my journey as a self-made Data Science and better developer.
Please, don't fork or copy this repository.
Statistical Learning, is a very easy and straight forward course. Data Science is one of the hardest subfield of Computer Science and requires a lot of study and hard work. You can complete this course with a minimal effort.