The Node is a 10 week data science program hosted at HackCville in Charlottesville, VA.
The goal of the program is for you to learn the foundations of data science in Python and practice applying these skills to different types of projects.
We will use this Github repo to hold our week by week curriculum. This repo is open to the public, so anyone can learn data science just by following along in the repo.
- Intro to Python and Pandas
- Cleaning and Manipulating Data
- Intermediate Pandas and Basic Statistics
- Visualization
- Regression
- Classification
- Text Analysis
- Neural Networks, Decision Trees and Random Forests