- Introduction to Artificial Intelligence: brief history of AI, main application fields, introduction to knowledge-based systems and architectural organization.
- Problem solving in AI: representation through the notion of state, forward e backward reasoning, solving as a search and search strategies (informed and non). Games, constraint satisfaction problems, and planning problems.
- Knowledge Representation: First Order Predicate Logic, Production Rules Systems, Knowledge-based systems, Some hints about formal ontologies.
Languages for Artficial Intelligence.
- Introduction to the Python programming language
- Machine learning
- Introduction to Machine learning
- Neural networks
- Deep learning
- Feedforward networks
- Convolutional networks
- Recurring networks