ACP Python Programming & Data Science

Question 1

Which Python library is commonly used for data analysis?

Accepted Answer

Pandas

Answer

Matplotlib

Answer

Seaborn

Answer

TensorFlow

Question 2

What is the purpose of NumPy in Python?

Accepted Answer

Handling multi-dimensional arrays

Answer

Creating interactive plots

Answer

Performing web scraping

Answer

Building machine learning models

Question 3

Which function in Pandas is used to read a CSV file?

Accepted Answer

read_csv()

Answer

read_table()

Answer

import_csv()

Answer

load_csv()

Question 4

What is the primary advantage of using Anaconda for Python data science?

Accepted Answer

Includes pre-installed libraries and package management

Answer

Requires manual installation of dependencies

Answer

Does not support machine learning libraries

Answer

Is not recommended for beginners

Question 5

Which Python library is used for data visualization?

Accepted Answer

Matplotlib

Answer

Scikit-learn

Answer

TensorFlow

Answer

NLTK

Question 6

What is the primary use of Jupyter Notebook in Python?

Accepted Answer

Creating interactive coding environments

Answer

Building desktop applications

Answer

Developing video games

Answer

Compiling Python code into executables