Test Your Python Numpy Ability

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Simple question on Numpy

Created by

Minu R I

India

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Froggy Jumps Test Your Python Numpy AbilityOnline version Simple question on Numpy by Minu R I 1 Which is the correct way to create a NumPy array from a Python list? a arr = array([1, 2, 3]) b arr = list.array([1, 2, 3]) c arr = np.array([1, 2, 3]) 2 import numpy as np a = np.array([[1, 2, 3], [4, 5, 6]]) What is the output of a.shape? a (2, 3) b (3, 2) c (2,) 3 import numpy as np x = np.array([1, 2, 3]) What is the result of x * 2? a [1, 2] b [2, 4, 6] c [1, 2, 3, 1, 2, 3] 4 import numpy as np a = np.array([10, 25, 30, 5]) Which statement returns only values greater than 20? a a[20] b a > 20 c a[a > 20] 5 import numpy as np a = np.array([10, 20, 30, 40, 50]) What is the output of a[1:4]? a [10, 20, 30] b [20, 30, 40] c [30, 40, 50] 6 import numpy as np a = np.array([[1, 2, 3], [4, 5, 6], [7, 8, 9]]) What is the output of a[0:2, 1:3]? a [[2, 3]] b [[4, 5], [7, 8]] c [[2, 3], [5, 6]] 7 Which command creates a 4×4 identity matrix? a np.eye(4, 4) b np.eye(4) c Both A and B 8 What is the output of np.eye(3, k=1)? a Ones on the upper diagonal b Ones on the main diagonal c All zeros 9 a = np.array([0, 1, 2, 3, 4, 5]) What is the output of a[::2]? a [1, 3, 5] b [0, 2, 4] c [0, 1, 2] 10 What does a[-3:] return? a First 3 elements b Last 3 elements c Middle 3 elements

Froggy Jumps

Test Your Python Numpy AbilityOnline version

Simple question on Numpy

by Minu R I

Which is the correct way to create a NumPy array from a Python list?

arr = array([1, 2, 3])

arr = list.array([1, 2, 3])

arr = np.array([1, 2, 3])

import numpy as np a = np.array([[1, 2, 3], [4, 5, 6]]) What is the output of a.shape?

(2, 3)

(3, 2)

(2,)

import numpy as np x = np.array([1, 2, 3]) What is the result of x * 2?

[1, 2]

[2, 4, 6]

[1, 2, 3, 1, 2, 3]

import numpy as np a = np.array([10, 25, 30, 5]) Which statement returns only values greater than 20?

a[20]

a > 20

a[a > 20]

import numpy as np a = np.array([10, 20, 30, 40, 50]) What is the output of a[1:4]?

[10, 20, 30]

[20, 30, 40]

[30, 40, 50]

import numpy as np a = np.array([[1, 2, 3], [4, 5, 6], [7, 8, 9]]) What is the output of a[0:2, 1:3]?

[[2, 3]]

[[4, 5], [7, 8]]

[[2, 3], [5, 6]]

Which command creates a 4×4 identity matrix?

np.eye(4, 4)

np.eye(4)

Both A and B

What is the output of np.eye(3, k=1)?

Ones on the upper diagonal

Ones on the main diagonal

All zeros

a = np.array([0, 1, 2, 3, 4, 5]) What is the output of a[::2]?

[1, 3, 5]

[0, 2, 4]

[0, 1, 2]

What does a[-3:] return?

First 3 elements

Last 3 elements

Middle 3 elements

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Test Your Python Numpy Ability

Froggy Jumps

About this activity

Created by

Download the paper version to play

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Test Your Python Numpy AbilityOnline version

by Minu R I

Which is the correct way to create a NumPy array from a Python list?

import numpy as np a = np.array([[1, 2, 3], [4, 5, 6]]) What is the output of a.shape?

import numpy as np x = np.array([1, 2, 3]) What is the result of x * 2?

import numpy as np a = np.array([10, 25, 30, 5]) Which statement returns only values greater than 20?

import numpy as np a = np.array([10, 20, 30, 40, 50]) What is the output of a[1:4]?

import numpy as np a = np.array([[1, 2, 3], [4, 5, 6], [7, 8, 9]]) What is the output of a[0:2, 1:3]?

Which command creates a 4×4 identity matrix?

What is the output of np.eye(3, k=1)?

a = np.array([0, 1, 2, 3, 4, 5]) What is the output of a[::2]?

What does a[-3:] return?

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