Big Data Analytics (II)

Question 1

Artificial Intelligence

Answer 1

At the most basic level, machine equipped with AI imitate the human thought process

Question 2

Machine Learning definition

Answer 2

Machines can learn by analysing large amount of data, recognise patterns among the data and make a prediction

Question 3

Process of Machine Learning

Answer 3

Training->Evaluation->Prediction

Question 4

Type of Machine Learning

Answer 4

1. Supervised learning: Learns from labeled data (input-output) pairs to predict outcomes
2. Unsupervised learning: Finds patterns in unlabelled data (input with no corresponding output)

Question 5

Example of Supervised Learning

Answer 5

1. Classification 2. Regression

Question 6

Example of Unsupervised Learning

Answer 6

1. Clustering 2. Association

Question 7

Definition of Deep Learning

Answer 7

-A subset of ML
-DL uses massive amount of data and computing power to simulate Artificial Neural Network

Question 8

Generative AI

Answer 8

Create new content based on what it has learned from existing content
(A subset of DL)