Opening the black box of learning algorithms - sustAIn.brussels training powered by ULB & VUB expertise

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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



Register here 


Date & Time
Monday March 25, 2024
Start - 9:30 AM (Europe/Brussels)
Friday April 19, 2024
End - 4:30 PM (Europe/Brussels)
Organizer

ULB - Université libre de Bruxelles

--ULB - Université libre de Bruxelles--
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