DL Lecture Quiz 1 (2024)

Question 1

Which fields have been revolutionized by Deep Learning?

Accepted Answer

Computer Vision, Game Playing, Language Processing

Question 2

True or False: "Deep networks are always better than shallow networks"

Accepted Answer

False

Question 3

Why is it comparably easy to get started in Deep Learning?

Accepted Answer

There are very well-engineered libraries

Question 4

EXIT POLL (no points to win/lose): Does the exam date 18.02 cause conflicts with other exams?

Accepted Answer

No direct conflicts, Yes, other exams at the same time & date, Yes, introduction to Embedded Systems, Yes, other exams at the same date

Question 5

Which of the following can Deep Learning be used for?

Accepted Answer

Classification and Regression

Question 6

An m x n matrix is multiplied by an n x p matrix. What is the dimensionality of the resulting matrix?

Accepted Answer

m x p

Question 7

EXIT POLL (no points to win/lose): Are you planning to attend future Q&A sessions?

Accepted Answer

Not sure yet, Yes, and I would recommend my peers to do the same!, No, Most Likely

Question 8

Which of the following reinvigorated Neural Networks most recently (mid-2000 onwards)?

Accepted Answer

Training large networks with large amounts of data

Question 9

EXIT POLL (no points to win/lose): Is there any background you are missing and should "brush up" on?

Accepted Answer

Yes, machine learning, No, Yes, programming skills, Yes, math skills (e.g., linear algebra, probability theory)

Question 10

What is the main contribution of deep neural networks compared to traditional machine learning algorithms?

Accepted Answer

Automatic representation learning compared to manual design

Question 11

Which operation performs element-wise multiplication in numpy?

Accepted Answer

*

Questions 11