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Deep Learning

Spring 2026



Prof. Gilles Louppe
g.louppe@uliege.be

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Q&A: ask me anything (during the course, on any topic, questions collected on a platform) Give examples more related to engineering and science. Focus on people rather than technology.


Us

  • Instructor: Gilles Louppe (g.louppe@uliege.be)
  • Projects and guidance:
    • Fanny Bodart
    • Elise Faulx
    • Julien Brandoit
    • Sacha Peters

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Course hub

All important information about the course is maintained on the course hub at github.com/glouppe/info8010-deep-learning:

  • Schedule
  • Slides and materials
  • Homeworks and project

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Discord

We have a Discord server for the course at https://discord.gg/5yZqTZhXFW. Ask questions, share resources, and chat with your peers and the teaching team.

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Textbook

We recommend .italic[Understanding Deep Learning], by Simon J.D. Prince, for a comprehensive introduction to the field.

The book is freely available at https://udlbook.github.io/udlbook/.

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Videos

Videos from Spring 2025 are available on myUnicast.

Videos from Spring 2021 are available on Youtube, but they are not up-to-date with the current materials.

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Projects

Homeworks

Short exercises to get you started with the practicals of deep learning.

Project

Programming project of your choosing to apply deep learning to a problem of your interest.


Evaluation

  • Oral exam (50%)
  • Projects (50%)
    • Homeworks (10%) (optional)
    • Programming project (40% or 50%)

The programming project is mandatory for presenting the exam.


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Let's start!