In the class we will learn about several topics from the list below:
- Introduction to Python
- What is statistical learning?
- Linear Regression
- Classification
- Resampling Methods
- Linear Model Selection and Regularization
- Support Vector Machines
The topic may include related topics that reflect the interests of the particiapants.
The course will be based on the the book:
- Introduction to Statistical Learning (with applications in Python), by Gareth James et al. (available at https://www.statlearning.com/)
- Introduction to Python
- What is statistical learning?
- Linear Regression
- Classification
- Resampling Methods
- Linear Model Selection and Regularization
- Support Vector Machines
The topic may include related topics that reflect the interests of the particiapants.
The course will be based on the the book:
- Introduction to Statistical Learning (with applications in Python), by Gareth James et al. (available at https://www.statlearning.com/)
- Dozent/in: Alexandra Moringen