Statistical Learning - Stanford University

Statistical Learning is an introductory-level course in supervised learning, with a focus on regression and classification methods offered by Stanford Unviersity for free.

Content

• 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

Certificate of Completion

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.

⚠️ Disclaimer ⚠️

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.