===== Midterm_Exam_Questions =====

  - Explain the difference between np.matmul() and np.multiply().
  - How do you find the eigenvalues and eigenvectors of a matrix using NumPy? Provide an example.
  - Write a NumPy script to generate a 4x4 matrix of random integers between 10 and 50.
  - How does a box plot help in data analysis?
  - What is a correlation plot used for?
  - What is the purpose of a box plot?. Write a Python function to generate a box plot for a given dataset.
  - Write a script to create a line plot using Matplotlib.
  - Create a NumPy function to normalize a given array (scale values between 0 and 1).