Core Concepts of AI

Question 1

What are some common elements of the definition of AI?

Answer 1

Technology
Autonomy
Human Involvement
Output

Question 2

What is the definition of Machine Learning?

Answer 2

The process of training machines to display AI behavior.

Question 3

What are the 3 main types of Machine Learning?

Answer 3

1) Supervised Learning
2) Unsupervised Learning
3) Reinforcement Learning

Question 4

What is the definition of Supervised Learning?

Answer 4

Labeled data grouped or classified into categories via the AI system.

Question 5

What is the definition of Unsupervised Learning?

Answer 5

Unlabeled data; typically used for pattern detection.

Question 6

What is the definition of Reinforcement Learning?

Answer 6

AI system is rewarded for performing a task well and penalized for not performing it well.

Question 7

Why is AI called a socio-technical system?

Answer 7

AI influences society and society also influences AI.

Question 8

What are the 5 AI system dimensions classified by the OECD?

Answer 8

1) People and planet dimension
2) Economic context dimension
3) Data and input dimension
4) AI model dimension
5) Tasks and output dimension

Question 9

What are some examples of AI use cases?

Answer 9

Recognition
Detection
Forecasting
Personalization
Interaction Support
Goal-driven optimization
Recommendation