Lab: Multi-dimensional data analysis with NumPy

Use NumPy for analyzing multi-dimensional and matrix data in Jupyter notebooks

https://www.kaggle.com/code/orhansertkaya/numpy-tutorial-for-beginners

Use Case - https://www.kaggle.com/datasets/mlg-ulb/creditcardfraud

Focus on “Business” use-cases and concepts rather than pure science/pure math use-cases. The social sciences are OK because the data sets and analysis is easy to understand.

Avoid too “mathy” use-cases in physics or chemistry that would require prerequisite knowledge.