“The Elements of AI” are free online courses provided by the University of Helsinki and MinnaLearn. They provide an introduction into AI, covering topics such as AI problem solving, Machine Learning, Neural Networks, and practical applications of of AI.
| Provided By | University of Helsinki |
| Type of provider | MOOC provider |
| Provided at | MinnaLearn |
| Learning opportunity type | MOOC |
| Language | en |
| Home page | https://www.elementsofai.com/
|
| Duration | 2 |
| Workload in hours | 50 |
| Admission procedure | Higher Education enrolment |
| Assessments | reading, quizes, excerises |
| Type of credential | Microcredential |
| ISCEDF Code | 0619 - Information and Communication Technologiesn.e.c. |
| Education subject | IT |
| Learning settings | non formal learning |
| Learning outcome | machine learning
The principles, methods and algorithms of machine learning, a subfield of artificial intelligence. Common machine learning models such as supervised or unsupervised models, semi- supervised models and reinforcement learning models. |
| Related skill | http://data.europa.eu/esco/skill/3a2d5b45-56e4-4f5a-a55a-4a4a65afdc43 |
| Learning outcome | principles of artificial intelligence
The artificial intelligence theories, applied principles, architectures and systems, such as intelligent agents, multi-agent systems, expert systems, rule-based systems, neural networks, ontologies and cognition theories. |
| Related skill | http://data.europa.eu/esco/skill/e465a154-93f7-4973-9ce1-31659fe16dd2 |
| Assessor type | automated |
| Assessment format | peer evaluated exercises |
| Awarding opportunity | ECTS, certificate of Participation |
| Contact form | https://www.elementsofai.com/ |
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