Week 11 (Artificial Intelligence)

Question 1

_____ _____ are machines that are capable of performing tasks that typically require human intelligence.

Answer 1

Artificial intelligence

Question 2

The ______ ______ stage of implementation mainly used techniques such as fuzzy logic and rule-based expert systems.

Answer 2

Artificial intelligence

Question 3

______ ______ in the machine learning implementation stage is when labelled data is used to train the machine to produce the data specified.

Answer 3

Supervised learning

Question 4

______ ______ in the machine learning implementation stage is when data which is not labelled is used to train the machine.

Answer 4

Unsupervised learning

Question 5

______ ______ in the machine learning implementation stage refers to when the main method of learning is through the use of an ‘agent’ that learns to maximise ‘reward’ in an environment.

Answer 5

Reinforcement learning

Question 6

______ ______ is a type of machine learning that uses artificial neural networks to learn from data.

Answer 6

Deep learning

Question 7

The ______ neural network is good at classifying numbers-based data.

Answer 7

artificial

Question 8

The ______ neural network is good at classifying images.

Answer 8

convolution

Question 9

The ______ neural network is usually used for time series data such as audio.

Answer 9

recurrent

Question 10

_____ _____ used in deep learning try to mimic the human brain by being designed to recognise patterns and the ability to learn on its own.

Answer 10

Neural network

Question 11

Neural networks consist of three layers:
_____, _____, and _____

Answer 11

input, hidden, and output

Question 12

The _____ layer in deep learning costs of learnable parameters and is usually fed with large amount of data. It is considered the part which contains the ‘algorithm’ that can learn and improve through the process of training.

Answer 12

hidden

Question 13

A ____ neural network is a neural network with multiple hidden layers. In this neural network, much more sophisticated algorithms can be learnt.

Answer 13

deep

Question 14

Current generation of AI technologies are still considered as _____ _____ _____, whereby AI is only designed to perform specific tasks within a limited domain.

Answer 14

artificial narrow intelligence

Question 15

______ ______ ______ is a hypothetical type of AI that would possess human-level intelligence, capable of understanding, learning, and applying knowledge across a wide range of tasks.

Answer 15

Artificial general intelligence