---New date--- GGS-Workshop: Machine Learning with Python
- https://www.uni-giessen.de/de/fbz/zentren/ggs/veranstaltungen/index_html/sose2022/ml-python
- ---New date--- GGS-Workshop: Machine Learning with Python
- 2022-08-26T09:00:00+02:00
- 2022-09-03T17:00:00+02:00
26.08.2022 09:00 bis 03.09.2022 17:00 (Europe/Berlin / UTC200)
Room 002, Licher Str. 68, 35394 Giessen
Doctoral candidates and postdocs who ideally participated in the GGS course "Introduction to Machine Learning" in September 2020, March 2021 or January 2022.
| Instructor: | Dr Tobias Keller | |
| Dates: |
August 26, 27, and September 3, 2022 (9.00 am - 5.00 pm) |
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Max. participants: |
10 | |
| Course language: | English | |
| Registration Deadline: |
August 16, 2022 |
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| ECTS: | 3 |
New date - former registered participants will have registration privilege until July 31, 2022.
Objectives
In this follow-up course, participants reinforce and add to their knowledge of machine learning concepts solving classification and regression problems with Python. Through application, they strengthen their understanding of machine learning algorithms, evaluation techniques and measures, and learn how to combine data preparation and algorithms in machine learning pipelines.
In addition, participants will be introduced to more advanced concepts, focusing on model selection (including hyperparameter tuning and algorithm selection) and approaches to understanding “black box” models (also known as explainable AI, “XAI”).
The course will follow on seamlessly from the course "Introduction to Machine Learning".
You can find more details in the syllabus "Machine Learning with Python"
This course is a follow up of the former GGS course "Introduction to Machine Learning".
For registration you either must have undergone this course or be able to prove similar knowledge.
Please note: The current hygiene regulations of JLU apply: https://www.uni-giessen.de/coronavirus
During the course you will have to wear a medical face mask the whole time.