Constructive Artificial Intelligence

Department of Computer Science

Constructive Artificial Intelligence

The course provides a hands-on, but at the same time algorithm- and method-oriented approach to the construction of Artificial Intelligence systems using the Python language. We will cover recursive solution of problems, search, games, Bayesian modelling and Machine Learning methods for classification.

The module does not presuppose prior knowledge on Artificial Intelligence or Python, but some prior programming experience would be helpful.

Course Material

Lectures

Introduction
Programming in Python
Recursion, Examples and Exercises
Search
Search II
Heuristic Search and Games
Probability
Probabilistic Inference
Introduction to Information Theory

Full Crash Tutorial

Python 1
Python 2
Python 3
Python 4
Python 5

Reading Material

Software and Web Resources

The Python Homepage
Python Tutorial
Python Library Reference

Home (Daniel Polani)

Last changed at Mon Nov 23 16:32:40 2009 by D. Polani