Lessons
- Installation and Setup
- Python Basics
- Introduction to Pandas and Numpy
- Project #1 - Web Scraping with Pandas
- Filtering Data
- Data Extraction
- Reshaping and Pivoting Dataframes
- Project #2: Making Data Visualizations
- GroupBy and Aggregate Function
- Merging and Concatenating Dataframes
- Regular Expressions
- Project #3: Data Cleaning with Pandas
- Machine Learning with Python
- Project #4: Text Classification with scikit-learn
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