Q1.1.Write a NumPy program to get the following array by using loopsOutput:array([[ 1, 2, 3, 4, 5, 6, 7, 8, 9],[2, 4, 6, 8, 10, 12, 14, 16, 18],[3, 6, 9, 12, 15, 18, 21, 24, 27],[4, 8, 12, 16, 20, 24, 28, 32, 36],[5, 10, 15, 20, 25, 30, 35, 40, 45],[6, 12, 18, 24, 30, 36, 42, 48, 54],[7, 14, 21, 28, 35, 42, 49, 56, 63],[8, 16, 24, 32, 40, 48, 56, 64, 72],[9, 18, 27, 36, 45, 54, 63, 72, 81]])Q1.2. Replace all odd numbers in array with -1.Q1.3. By using numpy functions and prog array, get the result.prog = np.array([1,2,3,4,6]).Result= array([1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3,3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 6, 6, 6, 6, 6, 6, 6, 6, 1, 2, 3, 4,6, 1, 2, 3, 4, 6, 1, 2, 3, 4, 6, 1, 2, 3, 4, 6])Q1.4. Write a NumPy program to create random 2 array and size of arrays should be 1x15. Inyour array there should be integer numbers from 0 to 9 and by using numpy function, findcommon numbers in your array.Q1.5. Write a NumPy program to generate 50 random number between 0 and 150. If yournumber bigger than 100, make this number 100 and if your number smaller than 50 make thisnumber 50 by using numpy functions.Q1.6. Write a NumPy program to generate 16 random integer numbers. Then convert this arrayto 4x4 array. Repeat this operation and create 3 different 4x4 arrays. By getting summation ofthese 3 arrays, find the average array, and calculate the maximum, minimum, mean, andstandard deviation of each line of matrix values.

Note: Answering the first three subparts as per the guidelines. The question is about the usage of…

а1.1. Write a NumPy program to get the following array by using loops Output: array([[ 1, 2, 3, 4, 5, 6, 7, 8, 9], [2, 4, 6, 8, 10, 12, 14, 16, 18], [ 3, 6, 9, 12, 15, 18, 21, 24, 27], [4, 8, 12, 16, 20, 24, 28, 32, 36], [5, 10, 15, 20, 25, 30, 35, 40, 45], [6, 12, 18, 24, 30, 36, 42, 48, 54], [7, 14, 21, 28, 35, 42, 49, 56, 63], [8, 16, 24, 32, 40, 48, 56, 64, 72], [9, 18, 27, 36, 45, 54, 63, 72, 81]]) Q1.2. Replace all odd numbers in array with -1. Q1.3. By using numpy functions and prog array, get the result. prog = np.array([1,2,3,4,6]). Result= array([1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 6, 6, 6, 6, 6, 6, 6, 6, 1, 2, 3, 4, 6, 1, 2, 3, 4, 6, 1, 2, 3, 4, 6, 1, 2, 3, 4, 6])

а1.1. Write a NumPy program to get the following array by using loops Output: array([[ 1, 2, 3, 4, 5, 6, 7, 8, 9], [2, 4, 6, 8, 10, 12, 14, 16, 18], [ 3, 6, 9, 12, 15, 18, 21, 24, 27], [4, 8, 12, 16, 20, 24, 28, 32, 36], [5, 10, 15, 20, 25, 30, 35, 40, 45], [6, 12, 18, 24, 30, 36, 42, 48, 54], [7, 14, 21, 28, 35, 42, 49, 56, 63], [8, 16, 24, 32, 40, 48, 56, 64, 72], [9, 18, 27, 36, 45, 54, 63, 72, 81]]) Q1.2. Replace all odd numbers in array with -1. Q1.3. By using numpy functions and prog array, get the result. prog = np.array([1,2,3,4,6]). Result= array([1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 6, 6, 6, 6, 6, 6, 6, 6, 1, 2, 3, 4, 6, 1, 2, 3, 4, 6, 1, 2, 3, 4, 6, 1, 2, 3, 4, 6])

Computer Networking: A Top-Down Approach (7th Edition)

7th Edition

ISBN:9780133594140

Author:James Kurose, Keith Ross

Publisher:James Kurose, Keith Ross

Chapter1: Computer Networks And The Internet

Section: Chapter Questions

Problem R1RQ: What is the difference between a host and an end system? List several different types of end...

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Question

Q1.1.
Write a NumPy program to get the following array by using loops
Output:
array([[ 1, 2, 3, 4, 5, 6, 7, 8, 9],
[2, 4, 6, 8, 10, 12, 14, 16, 18],
[3, 6, 9, 12, 15, 18, 21, 24, 27],
[4, 8, 12, 16, 20, 24, 28, 32, 36],
[5, 10, 15, 20, 25, 30, 35, 40, 45],
[6, 12, 18, 24, 30, 36, 42, 48, 54],
[7, 14, 21, 28, 35, 42, 49, 56, 63],
[8, 16, 24, 32, 40, 48, 56, 64, 72],
[9, 18, 27, 36, 45, 54, 63, 72, 81]])
Q1.2. Replace all odd numbers in array with -1.
Q1.3. By using numpy functions and prog array, get the result.
prog = np.array([1,2,3,4,6]).
Result= array([1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3,
3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 6, 6, 6, 6, 6, 6, 6, 6, 1, 2, 3, 4,
6, 1, 2, 3, 4, 6, 1, 2, 3, 4, 6, 1, 2, 3, 4, 6])
Q1.4. Write a NumPy program to create random 2 array and size of arrays should be 1x15. In
your array there should be integer numbers from 0 to 9 and by using numpy function, find
common numbers in your array.
Q1.5. Write a NumPy program to generate 50 random number between 0 and 150. If your
number bigger than 100, make this number 100 and if your number smaller than 50 make this
number 50 by using numpy functions.
Q1.6. Write a NumPy program to generate 16 random integer numbers. Then convert this array
to 4x4 array. Repeat this operation and create 3 different 4x4 arrays. By getting summation of
these 3 arrays, find the average array, and calculate the maximum, minimum, mean, and
standard deviation of each line of matrix values.

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