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NumPy & Pandas75 challenges · 2 phases + capstone
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At a glance
- Exercises
- 67 tasks · 2 phases + final challenge
- Level
- Fundamentals → interview-style
- Format
- ZIP — Jupyter notebook + Python file
- Included
- Jupyter notebook and practice_system.py, which generates the dataset and serves hints and solutions
- Software
- Python, NumPy and Jupyter
About this workbook
Practise NumPy on a synthetic Smart Factory sensor network with missing readings, fault spikes and anomalies.
A learning phase introduces concepts, a testing phase makes you choose the right operation yourself, and a final challenge builds a factory health dashboard. Hints and solutions are on request.
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