Data & AI

Data Science and AI

This learning track is designed to equip learners with a comprehensive understanding of the fundamentals of data science and artificial intelligence, focusing on probability, statistics, and mathematical principles that underpin machine learning and deep learning techniques. The track culminates with advanced applications of deep learning in natural language processing. The modules are designed for individuals looking to gain practical and theoretical knowledge in these key areas of AI.

Content
  • Probability for Data Science 
  • Statistics for Data Science 
  • Mathematics for Machine Learning 
  • Exploring Machine Learning Techniques
  • Deep Learning for Natural Language Processing
Learning Outcomes
  • Gain a solid understanding of probability and statistics in the context of data science
  • Master key mathematical concepts required for machine learning. 
  • Acquire hands-on experience with machine learning algorithms and techniques. 
  • Develop an understanding of deep learning and its applications in artificial intelligence. 
  • Learn how to apply deep learning methods specifically to natural language processing tasks.
Prerequisites

See prerequisites for each module. 


Planning and location
Session 1
20/10/2025 - Monday
14:00 - 17:00
Session 2
22/10/2025 - Wednesday
14:00 - 17:00
Session 3
24/10/2025 - Friday
14:00 - 17:00
Session 4
27/10/2025 - Monday
14:00 - 17:00
Session 5
29/10/2025 - Wednesday
14:00 - 17:00
Session 6
31/10/2025 - Friday
14:00 - 17:00
Session 7
06/11/2025 - Thursday
10:00 - 17:30
Session 8
07/11/2025 - Friday
10:00 - 17:30
Session 9
13/11/2025 - Thursday
10:00 - 17:30
Session 10
14/11/2025 - Friday
10:00 - 17:30
Session 11
25/11/2025 - Tuesday
10:00 - 17:30
Session 12
26/11/2025 - Wednesday
10:00 - 17:30
Available Edition(s):

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216.00 €

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