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Create an numpy array 1 D from the given listA=[1,5,6,7]Difference between numpy array and listDefine in respect of numpy array:RankAxesShape:Itemsize:Create a 2d numpy arrayCreate an array using DictionaryCreate a 1D array from 1 to 20 elements evenly spacedCreate a 2 D array of 10X10 of above question mentioned at 6Perform the following operations on 2D arrayAn empty array of 3X4Zero array of 3X43X4 array filled with onesCreate a 2d Array of 3X3 and print its itemszie, shapeWrite a NumPy program to create an array of 10 zeros,10 ones, 10 fives.??Write a NumPy program to create an array of the integers from 30 to70.??Write a NumPy program to create an array of all the even integers from 30 to 70.Write a NumPy program to create a 3x3 identity matrixWrite a NumPy program to create a vector with values ranging from 15 to 55 and print all values except the first and last.Write a NumPy program to create a 10x10 matrix, in which the elements on the borders will be equal to 1, and inside 0Write a NumPy program to create an 4x4 matrix in which 0 and 1 are staggered, with zeros on the main diagonal.Write a NumPy program to create a 3x3 matrix with values ranging from 2 to 10Write a NumPy program to create a null vector of size 10 and update sixth value to 11Write a NumPy program to create a array with values ranging from 12 to 38Write a NumPy program to create a 2d array with 1 on the border and 0 insideWrite a NumPy program to create a 8x8 matrix and fill it with a checkerboard pattern22) Write a NumPy program to find the number of elements of an array, length of one array element in bytes and total bytes consumed by the elements ................
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