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 reinforcement learning to solve problems using Python.
Detail
What is AI?
Understand the huge breadth of possible AI techniques. Understand a little of this history. Understand what an algorithm is.
Reinforcement Learning
Understand this useful AI technique for training "agents" to perform a task.
Teach an Agent to Solve a Maze
Teach an agent to find its way out of a maze.
Teach an Agent to Play a Game
Teach an agent to play a simple 2-player game like noughts and crosses.
Teach a Robot to Walk
Teach a simple robot simulation to walk.
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
- Object oriented design
- AI and data science
- Artificial intelligence
- Algorithms
On successful completion of this course, students will be able to
- Analyse and design computable representations of problems
- Explain the mechanisms of reinforcement learning
- Create trainable agents to solve certain problems
- Write Python code to implement reinforcement learning agents
Dates
Note that the course content may vary slightly from location to location. Please check the external link the exact course content.