- Definition of probability
- Binomial distribution
- Everyday usage exercises
- Descriptive Statistics
- Inferential Statistics
- Regression
- Logistic Regression
- Exercises
- Procedural Programming
- Functional Programming
- OOP Programming
- Exercises (writing logic for a game of choice, e.g. noughts and crosses)
- Classification
- Clustering
- Neural Networks
- Exercises (write AI for a computer game of choice)
- Intro to Rule Engines
- Write AI for the same game and combine solutions into hybrid approach
- None.
- All concepts like probability and statistics will be explained during this course.
35 hours (usually 5 days including breaks)
