Repo for Data Science & Programming with Python Course, a twice-weekly workshop I put on for my classmates during our grad program at Wake Forest University, when I was still brand new to Python!
- Modules
- Pandas
- Sci-Kit Learn
- Numpy
- BeautifulSoup
- Matplotlib
- SQLAlchemy
- Programming
- Python Syntax
- Pseudocode
- Recursion
- Scope
- Exceptions
- Regular Expressions
- Functional Programming
- Object-Oriented Programming
- Algorithms
- Algorithmic Complexity
- Modeling Methodologies
- Text Mining
- Regression
- Classification Tree
- Random Forest
- Naive Bayes
- Clustering
- Miscellaneous
- Linear Algebra
- HTML / CSS
- Web Scraping
- Twitter Mining