This repository will contain all of the materials for the 2020 Erdős Institute Cőde Boot Camp.
The material needed for each day of the course will be added the day before it is covered.
As we go through the material what we cover will be updated below.
All the lecture materials can be found in the Lectures/DataGathering Folder. We'll be working through Notebooks 1 - 4 in that folder.
On this day you'll do this following.
- Work through a pandas refresher,
- Be introduced to some popular data websites,
- Go through an introduction to html scraping with beautifulsoup,
- Learn the fundamentals of relational databases in python.
All the lecture materials can be found in the Lectures/Regression Folder. On this day we'll complete notebooks 1 and 2, then start notebook 3.
On this day we'll:
- Introduce Regression,
- Learn about Statistical Learning,
- Start with Simple Linear Regression,
- Touch on SLR assumptions,
- Begin Multiple Linear Regression.