Random Number Generation with NumPy

# Introduction

For this challenge, you will complete several sub-challenges that will test your skills in generating random numbers with NumPy. Each sub-challenge includes specific tasks that you must complete.

To complete this challenge, you should have a good understanding of Python programming and NumPy library, including the following concepts:

- NumPy arrays and functions
- Random number generation with NumPy
- Basic statistical analysis with NumPy