Transfer Learning(ML) QUIZ - MCQ QUESTIONS AND ANSWERS

Question: 1

What are some common use cases for transfer learning?

Question: 2

What is the difference between transfer learning and ensemble learning?

Question: 3

What is the difference between transfer learning and data augmentation?

Question: 4

What is the difference between horizontal transfer and vertical transfer?

Question: 5

What is the difference between transfer learning and meta-learning?

Question: 6

What is the difference between inductive transfer learning and transductive transfer learning?

Question: 7

What is the difference between supervised and unsupervised transfer learning?

Question: 8

What is the difference between feature extraction and fine-tuning?

Question: 9

What are the advantages of transfer learning?

Question: 10

What are the disadvantages of transfer learning?

Question: 11

What is the difference between transfer learning and domain adaptation?

Question: 12

What is the difference between transfer learning and multi-task learning?

Question: 13

What is multi-task learning in transfer learning?

Question: 14

What is multi-modal transfer learning?

Question: 15

What is transfer reinforcement learning?

Question: 16

What is transfer learning in recommender systems?

Question: 17

What is one-shot learning?

Question: 18

What is few-shot learning?

Question: 19

What is zero-shot learning?

Question: 20

What is the primary motivation behind using transfer learning in machine learning?

Question: 21

What are some popular pre-trained models used in transfer learning for natural language processing?

Question: 22

What is domain adaptation in transfer learning?

Question: 23

What are the challenges of transfer learning?

Question: 24

What is feature extraction in transfer learning?

Question: 25

What are some popular pre-trained models used in transfer learning for image recognition?

Question: 26

In which fields has transfer learning been successfully applied?

Question: 27

What is fine-tuning in transfer learning?

Question: 28

What is transfer learning?

Question: 29

What is the goal of transfer learning?

Question: 30

What are the two main types of transfer learning?