Course Outline
Level
For the technically competent beginner You should be technically confident, but may or may not have any programming experience.
Suitable For
Adults and Teenagers
Description
Gain hands-on experience in using AI algorithms and neural networks to solve problems using Python.
Detail
Approaches in AI:
We will take a brief look at various approaches for AI programming, including search strategies, machine learning and neural networks.
Strategy Games:
We will understand how to represent AI tasks and make decisions. You will develop some Python code to get your computer to play games like Noughts and Crosses and Connect4.
Neural Networks
We will explore how neural networks work. You will build and train neural networks using Python to solve a number of tasks such as image classification and handwriting recognition.
Duration
10 hours (usually over 2 days)
Price
Prices depend on location. See individual dates for details.
Skills you will pick up in the course
Key skill categories
- Python programming
- Artificial intelligence
- Algorithms
On successful completion of this course, students will be able to
- Analyse and design computable representations of problems
- Code an AI to play strategy games
- Configure small neural networks to solve simple problems
- Build and train neural networks to recognise different images
Dates
Note that the course content may vary slightly from location to location. Please check the external link the exact course content.