Introductory course to data analysis with pandas
This repo includes slides and notebooks for understanding the basics of data analysis with Python and Pandas. It is assumed a basic knowledge of Python and Jupyter notebooks.
The structure is as follows:
- Algebra basics with NumPy: very basic approach to algebra elements and how they're treated in NumPy.
- Intro to pandas: intro to Pandas, a great set of tools to analyze data!
- Dataframe manipulation: how to deal with dataframes.
- Exploratory data analysis (EDA): a suggested approach to face the analysis of a dataset.
- Data analysis case: using what we've learned in the previous parts.
Please send me feedback to [email protected], good feedback preferably! Also bad feedback appreciated, in order to improve the material.
Thanks, and enjoy!