Helped students understand data Science concepts, introduction to machine learning, and extensive understanding of how to use python and its libraries. Held Office hours, graded homework assignments, created test questions for exams.
Course Description
This course is an introductory programming course that teaches Python. But in addition to that, it provides an introduction to topics in data science. Topics covered include:
- Basics of git
- Regular expressions and text processing
- Python basics
- Python data structures and libraries
- Basic object-oriented programming
- Basic data visualization
- Sampling, estimation, hypothesis testing
- Regression analyses
- Classification and clustering
- Basic neural networks
More information can be found here