Task: Demonstrate the Differences Between NumPy's max, amax, and maximum Functions

Task: Demonstrate the Differences Between NumPy's max, amax, and maximum Functions: a task in Terminal-Lego-15k (Harbor dataset). Create a Python script that clearly demonstrates the functional differences, use cases, and performance characteristics of NumPy's three maximum-related functions…