Pandas for Data Analysts: Explore Real Kenyan Rental Data

Pandas is the backbone of data analysis in Python. Every data analyst uses it daily, yet most courses teach it on datasets that look nothing like real work. This course teaches Pandas on real rental listings from the Nairobi property market. The same data you would encounter working as a data analyst on an actual project.

By the end of this course you will have:

1. Created, read and written data using Pandas
2. Selected and indexed specific data from a DataFrame
3. Applied summary functions and maps to transform data
4. Grouped and sorted data to find patterns
5. Handled data types and missing values confidently
6. Renamed and combined DataFrames from multiple sources

Each topic has a hands-on exercise notebook using real Nairobi rental data so you practice immediately after learning. Basic Python knowledge is enough to get started. Everything runs offline on your own machine with no subscriptions, no cloud setup, and no hidden costs. This is not a course about theory. It is about doing the work.