Task: Demonstrate Differences Between NumPy Arrays and Matrices

Task: Demonstrate Differences Between NumPy Arrays and Matrices: a task in Terminal-Lego-15k (Harbor dataset). Create a Python script that comprehensively demonstrates the differences between NumPy ndarray (arrays) and NumPy matrix objects. The script should serve as a practical reference guide…

The task

Create a Python script that comprehensively demonstrates the differences between NumPy `ndarray` (arrays) and NumPy `matrix` objects. The script should serve as a practical reference guide showing when and why to use each type, with a focus on machine learning use cases involving both matrices and vectors.

Part of PrimeIntellect/Terminal-Lego-15k.