Date Title Description Materials Deliverables Stream
04.04.2022 Deep Learning in Python (Session 1)
  • Introduction & Lab Setup
  • Keras Basics
11.04.2022 Deep Learning in Python (Session 2)
  • Tensorflow Datasets
  • Custom loss functions
  • Custom training loops
  • TensorBoard
18.04.2022 No Session (Easter Monday)
25.04.2022 Deep Learning in Python (Session 3)
  • Huggingface & pretrained models
[lab]
02.05.2022 Deep Learning on SLURM (Session 1)
  • 20NG Dataset
  • Local model development
  • SLURM basics
09.05.2022 Deep Learning on SLURM (Session 2)
  • SLURM deployment
  • Parameter sweeping
Set up Cluster Access
16.05.2022 Project Fair
  • Introduction of available project topics
23.05.2022 Prompt Engineering (Session 1)
  • Prompt Engineering
  • OpenAI GPT-3 playground
  • Google BIG-Bench
30.05.2022 Prompt Engineering (Session 2)
  • Self-Deployed GPT-2 on SLURM
  • OpenAI GPT-3 API
06.06.2022 No Session (Whit Monday)
13.06.2022 Prompt Engineering (Session 3)
  • Prompt Engineering Projects
Prompt Engineering Presentations
20.06.2022 Q&A Session Project Exposé
27.06.2022 Group Meetings
  • Individual meetings with groups
04.07.2022 Mid-Term Presentations
  • Group project presentations
Project Presentation
11.07.2022 Q&A Session
29.08.2022 Project Deadline Hand in your report in PDF format by eMail. Cutoff is 22:00 CEST Project Report