Neural Networks Intro

LEARNING OBJECTIVE

Analyze and explain the structure of a neural
network.
Identify the input layer, hidden layer, output
layer, and neuron

LEARNING OUTCOME

Students will be able to explain the structure of a neural network.
Students will be able to analyse Input layer, hidden layer, output layer, and
neuron.
Students will be able to explain the real-life applications of neural networks

Starter Activity:

THINK -PAIR -SHARE:

Analyze and Explain what do you think the different parts of the image represent

5 MINS

Neural networks take in data
train themselves.
to recognize the patterns in
this data
and then predict the outputs
for a new
set of similar data
inspired by the structure and
function of the human brain.

Neural Networks

Neural Network Layers

Input Layer: The layer of neurons that receives data or information.

Hidden Layer: Intermediate layers of neurons that process and transform data.

Output Layer: The layer of neurons that produces the final result or output.

How do you think neural networks and deep learning

models can impact your future career or field of study.

Class discussion – BIG QUESTION

Real-life Examples

MID PLENARY

EFFECTIVE QUESTIONING

5 MINS

Explain what neural network is.
Differentiate between input and output layer.
Explain the purpose of hidden layer

CHALLENGING ACTIVITY(15 MINS)

LEARNING MENU

Design a mindmap explaing the concept of neural network and types of layers.
Mention the real-world applications that can you think of where neural networks are
used, and how does their structure benefit these application.(PPT)
Explain How does data flow through the layers of a neural network, and what
transformations occur along the way
List out the applications of artificial intelligence and robotics in the UAE

Analyse the given neural network and explain the neural structure in details

EXTENSION

Research and summarize Case Study: Understanding Neural

Networks for Robotic Arm Control

Explore ad explain how the structure of a neural network is inspired by the

human brain's functions.(Document )

or

PLENARY

QUIZ