Artificial Intelligence: Neural Networks

Course Outline

Level

Beginner

Suitable For

Adults

Description

Gain hands-on experience in building neural networks to create AI.

Detail

Session 1: Machine Learning

We will understand the methods and terminology of machine learning and machine learning algorithms.

Session 2: Neural Networks

We will understand the concept of a neuron and how it can be used to solve simple problems. We will extend the idea to networks of neurons for solving bigger problems.

Session 3: Training Neural Networks

We will use a visual, non-programming approach to tackle a number of tasks using simple neural networks.

Session 4: Coding Neural Networks

We will translate the visual problems into Python code.

Session 5: Image Recognition

will use neural networks to recognise images.

Price

Prices depend on location. See individual dates for details.

Skills you should have before you attend

Those attending the course would benefit from having a good solid understanding of programming, preferably using Python.

Skills you will pick up in the course

Key skill categories

• Python programming
• Object oriented design
• AI and data science
• Artificial intelligence
• Algorithms

On successful completion of this course, students will be able to

• Explain the general mechanisms of machine learning
• Explain the workings of neurons and neural networks
• Write Python code to train a neural network
• Write Python code to apply a neural network

Dates