Machine Learning
Machine Learning
Description
The micro course intends to contribute to the current need for digitalization of the industry (Industry 4.0). It will contribute to the preparation of high level experts (engineers) able to deal with advanced technologies, including applications of artificial intelligence. Learn data science underlying concepts and learn the most frequently used techniques for information and knowledge extraction from big data.
The Team
Teamchers
These are the teamchers you'll work with on the challenge.
Learners
- Study period
- 1 November – 20 December 2023
- Study format
- Online
- Application period
- 1 June – 30 June 2023
- Credits
- 3 ECTS
- Hosting university
- University of Aveiro
- Topics
Information
Value and progress
Fundamentals of machine learning
Learn the fundamentals of machine learning – regression, classification, clustering, short introduction to deep learning.
ESCO SKILLS
Build and optimize (linear, non-linear) data representation models.
Build and optimize (linear, non-linear) data representation models. Model performance and comparison.
ESCO SKILLS
Implement machine learning algorithms
Learn to implement machine learning algorithms in software programs (Python).
ESCO SKILLS
Apply machine learning algorithms
Apply machine learning algorithms in practical problems with varying nature.
ESCO SKILLS
Define the problems in machine learning
Define the problems in machine learning terminology and framework and choose the most relevant approach.
ESCO SKILLS
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Hosting university
University of Aveiro
