From Machine Learning to Deep Learning: a concise introduction (2024/DL-HLRS)
Preparation and set-up:
- Access to visent & Training Cluster: Log-in slides on your desk (version 26.03.2024)
- Download the material in the Training Cluster: DL-HLRS-all-exercises.pdf (version 25.03.2024)
Day 1, Tue 26.3., 9:00-17:30, Lorenzo Zanon (HLRS):
- Lectures DL-HLRS-day1-lectures.pdf (version 25.03.2024/lz)
- Exercises DL-HLRS-day1-exercises.pdf (version 25.03.2024/lz)
- Consult the data used in Day 1 here: S-Bahn-data (same as 2021)
- Notebooks, scripts, and solutions of Day 1:
- ... can be found in this file
- To open the notebooks, you need to install Jupyter Notebook. To run them, you need to install Spark.
- If you need help, please contact lorenzo.zanon@hlrs.de
Day 2, Wed 27.3., 9:00-17:30, Khatuna Kakhiani (HLRS):
- Lectures for Day 2
- DL-Lecture 1
- DL-Lecture 2(Material verson: 26.03.2024)
- Commands for Day 2: commands-day2.txt (version 18.03.2024)
- Notebooks, scripts, and solutions of Day2: please contact khatuna.kakhiani@hlrs.de
Day 3, Thu 28.3., 9:00-16:45:
Also useful: