What is the output of the following code?arr = numpy.array([numpy.arange(5), numpy.arange(1, 6)])arr A 2D array of numbers from 0 to 5 in the first row and 1 to 6 in the second row A 2D array of numbers from 0 to 4 in the first row and 1 to 6 in the second row A 2D array of numbers from 0 to 4 in the first row and 1 to 5 in the second row None of the above

What is the output of the following code?     arr = numpy.arange(10)   arr A 1D array of numbers from 0 to 9 A 1D array of numbers from 1 to 10 A 1D array of numbers from 0 to 10 A 1D array of numbers from 1 to 9

30. What does the following Python code output? import numpy as np a = np.array([[1, 2], [3, 4], [5, 6]]) print(a[:, 1])  [1, 3, 5][1, 4, 5][2, 3, 6][2, 4, 6]

What will be the output of the following code?arr=[1,4,8,10,18,6,9]print(max(arr), len(arr), min(arr), arr.remove(4), arr.pop())

Example Array:arr =np.array([[1,2,3],[4,5,6],[7,8,9],[10,11,12]])Use the example array 'arr' to answer the following question:To select [4,5,6] from arr, we do _____.

Given a 2D list, create a numpy 2D array using it.Note: Given 2D list is [[1, 2, 3], [4, 5, 6], [7, 8, 9]]Print the Numpy array.