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Opening the black box of learning algorithms - sustAIn.brussels training powered by ULB & VUB expertise
Dive into the World of Learning Algorithms!
Course overview
"Opening the Black Box of Learning Algorithms" unravels the mysteries behind the data deluge and big data phenomena. Explore applications across diverse fields like economics, finance, imaging, and bioinformatics, and gain insights into classification, regression, and mathematical methods for assessing reliability.
Advanced/technical track
Courses dates
- Only the basic course (Course 1 - 6h) - 25 March 2024
- Basic course (Course day 1 - 6h) + Advanced course (Course day 2 - 3h) + workshop (Course day 3 - 3h) - 25, 29 March 2024 & 19 April 2024
Course content
- Overview of the "Big Data" world and machine learning toolbox
- Applications across various fields
- Learning algorithms for classification and regression
- Reliability assessment and error bounds
- Brief introduction to Python by Jean CARDINAL
Learning outcomes
- Gain familiarity with machine learning algorithms
- Develop critical insights into their potentialities and limitations
Meet our expert instructor
Christine De Mol
Professor at ULB, Member of the Royal Academy of Science, Letters, and Fine Arts of Belgium
Expertise in applied mathematics, learning theory, and portfolio theory in finance
Renowned for teaching "Statistical Learning" at ULB and other prestigious universities