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Create a zero vector of size 10 constant vector with value 5 of size 10 but the fifth value which is 10.Create a vector with values ranging from 10 to 49

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Assignment (100 pts):

  1. Import the numpy package under the name np.
  2. Import the pyplot package under the name plt.
  3. Create a zero vector of size 10
  4. Create an constant vector with value 5 of size 10 but the fifth value which is 10
  5. Create a vector with values ranging from 10 to 49
  6. Reverse a vector from question 4 (first element becomes last).
  7. Create a 4x4 matrix with values ranging from 0 to 10
  8. Create a 4x4 identity
  9. Create a 4x4x4 array with random
  10. Find the mean, median, sum of each column and row of the array from question 8
  11. Create a 5x5 matrix with value 10, diagonal values are 100, 200, 300, 400, and 500
  12. Create two matrices with random Multiply a 3x2 matrix by a 2x3 matrix.
  13. Create a 4x4 array by multiplying coordinate of each element
  14. Create two 4x4 random array A and B, then create an array with the equal element
  15. Stack array A and B from question 12 together both vertically and horizontally
  16. Evenly split the resulting arrays from A and B both vertically and horizontally
  17. Create a random array with shape (3, 5) and extract the second column and third row as separate arrays.
  18. Create a random 4x4 array and get the transpose and inverse of the matrix
  19. Calculate L1, L2 and L∞ norm distance given a coordinate matrix represented  as a numpy array  Plot the coordinate matrix.
  20. Read data from data.txt into a numpy array and calculate mean, std, var, cov and corr of two attributes.
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