Intermediate
Data Analytics with Python
A practical, project-based course that takes you from spreadsheets to real data analysis with Python. You will clean messy datasets, explore them with pandas, and present insights with charts — skills in high demand across global banks, telcos and startups.
7h 7 lessons Intermediate level
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Course content
Module 1: Python & pandas setup
Get your environment ready and load your first dataset
- Why Python for data analysis8 min
- Installing Python, Jupyter and pandas10 min
- Loading your first dataset9 min
Module 2: Cleaning and exploring data
Handle missing values, duplicates and summaries
- Handling missing values and duplicates11 min
- Grouping and summarising with groupby12 min
Module 3: Visualisation and storytelling
Turn analysis into charts and a clear narrative
- Charts that communicate10 min
- Your capstone analysis project14 min