Week 12 - Vectorization
Numpy, Pandas, Indexing, Filtering, Grouping, Aggregation, Joining
Week 12 - Vectorization
This session will introduce vectorization techniques using NumPy and Pandas libraries in Python. We’ll learn how to leverage these libraries for efficient numerical computations and data manipulation, enabling us to handle large datasets effectively.
Goals
- Understand vectorization and its benefits
- Use NumPy for efficient numerical computations
- Learn Pandas techniques for data manipulation
Slides
- Vectorization:
- Pandas:
Labs
- Lab 9:
Resource
This post is licensed under CC BY 4.0 by the author.