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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

INSTRUCTIONS TO CANDIDATES

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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