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Python for Data Analysis

Use pandas, numpy, and the Python data ecosystem for analysis and automation. Tests data wrangling, merging, and report generation.

pandasnumpyData wranglingReport automation

Choose Your Level

Pick the difficulty that matches where you are. You can come back and try a harder level later.

Beginner

Explore a Dataset with pandas

Load, inspect, filter, and summarise a CSV using pandas fundamentals.

1 to 2 hours 3 criteria
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Intermediate

Merge, Reshape, and Aggregate Multi-Source Data

Combine 3 CSVs with different schemas into one clean analysis-ready DataFrame.

2 to 3 hours 3 criteria
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Advanced

Automate a Weekly Report with Python

Build a script that ingests data, generates statistics, and outputs a formatted HTML report.

3 to 5 hours 4 criteria
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