The University of Luxembourg Competence Centre with Digital Luxembourg, INAP and the SCRIPT organise «Elements of AI», a series of free online courses created by Reaktor and the University of Helsinki. The major objective is to deploy a training offer that is corresponding to the skills needs of the industry and research.
Objectives:
- Understand what artificial intelligence is
- Understand the different approaches around artificial intelligence
- Understand the possibilities but also the limitations of AI
- Forming an opinion about AI
Programme
Chapter 1 – What is AI?
- How should we define AI?
- Related fields
- Philosophy of AI
Chapter 2 – AI problem solving
- Search and problem solving
- Solving problems with AI
- Search and games
Chapter 3 – Real world AI
- I. Odds and probability
- II. The Bayes rule
- III. Naive Bayes classification
Chapter 4 – Machine learning
- The types of machine learning
- The nearest neighbor classifier
- Regression
Chapter 5 – Neural networks
- Neural network basics
- How neural networks are built
- Advanced neural network techniques
Chapter 6 – Implications
- About predicting the future
- The societal implications of AI
- Summary
Practical information
- Location: 100% online
- Date: 22/02/2021
- Duration: 30h / 6 weeks
- Language: English
Registration
Pre-registration until 22/02/2021 via https://eofai.lu/uni