Date	Title	Description	Materials	Deliverables	Stream
04.04.2022	Deep Learning in Python (Session 1)	Introduction & Lab Setup Keras Basics	[setup] [code] [solution]		[lab (LE)] [lab (WE)]
11.04.2022	Deep Learning in Python (Session 2)	Tensorflow Datasets Custom loss functions Custom training loops TensorBoard	[motivation] [code] [solution]		[lab (p.1)] [lab (p.2)]
18.04.2022	No Session (Easter Monday)
25.04.2022	Deep Learning in Python (Session 3)	Huggingface & pretrained models	[code]		[lab]
02.05.2022	Deep Learning on SLURM (Session 1)	20NG Dataset Local model development SLURM basics	[code] [solution] [slides (Docker)]		[lab (p.1)] [lab (p.2)] [lab (p.3)]
09.05.2022	Deep Learning on SLURM (Session 2)	SLURM deployment Parameter sweeping	[requirements.txt] [Dockerfile] [Github Action] [Deployment scripts]	Set up Cluster Access	[lab (p.1)] [lab (p.2)] [lab (p.3)]
16.05.2022	Project Fair	Introduction of available project topics	[slides]		[lab]
23.05.2022	Prompt Engineering (Session 1)	Prompt Engineering OpenAI GPT-3 playground Google BIG-Bench	[slides] [prompts]		[lab (p.1)] [lab (p.2)] [lab (p.3)]
30.05.2022	Prompt Engineering (Session 2)	Prompt Engineering Strategies Using LLMs through APIs	[slides (same as last week)] [prompts] [APIs]		[lab (p.1)] [lab (p.2)]
06.06.2022	No Session (Whit Monday)
13.06.2022	Prompt Engineering (Session 3)	Prompt Engineering Projects	[example]	Prompt Engineering Presentations
20.06.2022	Q&A Session		[answers]	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		[answers]
29.08.2022	Project Deadline	Hand in your report in PDF format by eMail. Cutoff is 22:00 CEST	[Overleaf Template] [LaTeX Source Template] [Word Template]	Project Report