Machine learning - sustAIn.brussels training powered by ULB & VUB expertise

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Demystify machine learning algorithm tools and apply them with Python


Course overview


Unlock the secrets of machine learning in our comprehensive course designed to introduce you to its basic concepts. Dive into supervised, unsupervised, and reinforcement learning, and explore classic algorithms like tree-based models, naive Bayesian classification, and neural networks.



Advanced/technical track



Course dates


  • Only the basic course (Course 1 - 6h) - 15 April 2024
  • Basic course (Course day 1 - 6h) + Advanced course (Course day 2 - 3h) + workshop (Course day 3 - 3h) - 15, 18 & 25 April 2024



Course content


  • Introduction to Machine Learning from Scratch
  • Simple machine learning models
  • Basics of deep learning
  • Hands-on Python programming for machine learning



Learning outcomes


  • Enhance your Python skills
  • Understand the tools used by data scientists
  • Gain a solid foundation in machine learning
  • Apply theoretical knowledge into practical programming
  • Gain confidence in manipulating programming models on real data



Meet our expert instructors


Olivier Caelen: Expert in machine learning, with extensive industry experience in fraud detection, marketing analytics, and supply chain management.


Yann-Aël Le Borgne: Specialist in applied machine learning research, with expertise in environmental monitoring, fraud detection, genomics, and mobility.


Jacopo De Stefani: Experienced lecturer and researcher in applied machine learning, focusing on multivariate time series forecasting and societal challenges.


Register here



Date & Time
Monday April 15, 2024
Start - 9:30 AM (Europe/Brussels)
Thursday April 25, 2024
End - 4:30 PM (Europe/Brussels)
Organizer

ULB - Université libre de Bruxelles

--ULB - Université libre de Bruxelles--
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