Data 2

Question 1

What is Deep Learning a subset of?

Answer 1

Machine Learning (ML)

Question 2

What is a neural network in the context of Artificial Intelligence?

Answer 2

A computational model inspired by the human brain

Question 3

In Deep Learning, what are the hidden layers responsible for?

Answer 3

Extracting hierarchical features from the input

Question 4

What type of learning does Machine Learning often involve?

Answer 4

a) Supervised Learning
b) Unsupervised Learning
c) Reinforcement Learning
All of the above

Question 5

What is a common application of Deep Learning

Answer 5

Identifying objects in images

Question 6

Which programming language is widely used in data science for statistical analysis and machine learning?

Answer 6

Python

Question 7

What distinguishes Narrow AI (Weak AI) from General AI (Strong AI)?

Answer 7

Narrow AI can perform only specific tasks, while General AI can perform any intellectual task that a human can.

Question 8

Which of the following is a subset of AI that focuses on training machines to learn from data without explicit programming?

Answer 8

Machine Learning

Question 9

What is the main goal of Machine Learning (ML)?

Answer 9

To enable machines to learn from data and improve their performance over time

Question 10

What type of learning in Machine Learning involves the algorithm learning from labelled training data?

Answer 10

Supervised Learning