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1
What is the main goal of data preprocessing in Data Science?
To randomly select data points
To increase the size of the dataset
To clean and prepare the data for analysis
To generate new features from data
2
In Data Science, what does ETL stand for?
Encode, Test, Learn
Evaluate, Train, Label
Extract, Transform, Load
Estimate, Translate, Load
3
Which planet is known as the Red Planet?
Mars
Mercury
Earth
Jupiter
4
Which programming language is most commonly associated with Data Science?
Python
Swift
JavaScript
C++
5
Natural Language Processing (NLP) is used to analyze and understand human language.
False
True
6
Which of the following is not a type of neural network used in AI?
Generative Adversarial Network (GAN)
Recurrent Neural Network (RNN)
Decision Tree Network (DTN)
Convolutional Neural Network (CNN)
7
What is the primary function of a neural network in AI?
Predicting outcomes based on input data
Data storage
Creating user interfaces
Managing databases
8
Which of the following is an unsupervised learning algorithm?
K-Means Clustering
Random Forest
Support Vector Machine
Decision Tree
9
The official name of India is the Republic of India.
False
True
10
Which is the longest river in India?
Yamuna
Ganga
Brahmaputra
Godavari
11
Which of the following is NOT an application of AI?
Facial Recognition
Autonomous Vehicles
Smart Home Devices
Word Processing
12
Artificial Intelligence can only be applied in the field of computer science.
True
False
13
Which of the following is a type of machine learning?
Supervised learning
Dynamic learning
Functional learning
Object-oriented learning
14
The Indian space agency is called NASA.
True
False
15
Which Indian state is known as the 'Land of Five Rivers'?
Haryana
Punjab
Rajasthan
Uttar Pradesh
