Grade 8 Revision for EOS 2

Use of if, elif, else for decision making

• SELECTION

• CONDITION

• LOOPING

• FUNCTIONS

AI in real world

• autonomous vehicles

• fraud detection and cyber security

• personalisation of online content

• weather forecasting

it is used for validating data

• decision tree

• neural network

• linear regression

• support vector machine

conditional iteration

• for loop

• do-while loop

• while loop

• foreach loop

a rule that helps you make a quick decision

• algorithm

• heuristic

• formula

• strategy

Disadvantages of Machine Learning

• The computer needs a lot of data

• Machine Learning can always be trusted

• The data must be diversed and varied

• Machine Learning requires no data

Uses of Machine Learning (ML)

• Diagnosing illness

• Weather forecasting

• Understanding speech

• Spotting computer viruses

Advanced machine learning using multiple layers of neural networks.

• Machine Learning

• Artificial Intelligence

• Deep Learning

• Neural Networks

Types of AI Learning

• Supervised Training

• Unsupervised Training

• Reinforcement Learning

• Machine Learning

Training models by rewarding desired outcomes

• Supervised learning

• Reinforcement learning

• Unsupervised learning

• Transfer learning