What is the primary purpose of the Pandas library in Python?
Machine Learning Random Forest with Python from Scratch - Using Pandas for Random Forest (1)

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1.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
To perform complex mathematical calculations
To provide efficient data handling and manipulation
To develop web applications
To create graphical user interfaces
2.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
Which of the following is a correct way to import the Pandas library?
import pandas as pd
import pandas as np
import numpy as np
import numpy as pd
3.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
Why might you import only a specific function from a library?
To simplify the code
To increase execution speed
To avoid importing unnecessary functions
To reduce memory usage
4.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What is the method used to create a DataFrame in Pandas?
pd.DataFrame()
pd.createDataFrame()
pd.newDataFrame()
pd.makeDataFrame()
5.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
How can you view a specific column in a Pandas DataFrame?
df['column_name']
df.column_name
df.show('column_name')
df.view('column_name')
6.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What does the 'axis' parameter specify when dropping a column in Pandas?
The number of columns to drop
The index of the column to drop
Whether to drop rows or columns
The name of the column to drop
7.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
Which method is used to permanently remove a column from a DataFrame?
df.drop(column_name)
df.remove(column_name)
df.delete(column_name)
df.drop(column_name, inplace=True)
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