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NumPy & Pandas67 tasks · 2 phases + final challenge
NumPy Practice Workbook
Practise NumPy on a synthetic factory sensor dataset, from guided tasks to a final dashboard challenge.
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At a glance
- Exercises
- 75 challenges · 2 phases + capstone
- Level
- Guided → independent
- Format
- ZIP — Jupyter notebook, Python file and CSV data
- Included
- Jupyter notebook, practice_system.py and 5 CSV datasets in data/
- Software
- Python 3, pandas, NumPy and Jupyter
About this workbook
Work through guided Pandas exercises, then an independent testing phase that doesn't tell you which function to use, and finish with an end-to-end customer value and retention report.
Includes debugging, merge auditing, performance and interview-style problems, with hints and full solutions.
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