Introduction to Reinforcement Learning AI with Python

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.