Universität Leipzig
Wissenschaftliche Weiterbildung
Goethestr. 3-5
04109 Leipzig
Telefon: +49 341 97-30055
www.uni-leipzig.de/weiterbildung
Bio-Image Data Science with Python
Open training course for PhD students, post-docs, and staff scientists in academia or industry. The course aims at life scientists, biologists, bioengineers or medical scientists with little to no prior programming experience
May 13th to 15th 2024
Training Summary
Course Objectives:
By the end of this 3-day training course, participants will:
- Understand the fundamentals of Python programming.
- Gain proficiency in image analysis techniques using Python.
- Learn the basics of machine learning for biological imaging data.
- Be able to conduct basic bio-image analysis projects on their own.
Training Methodology:
- Lectures with interactive discussions.
- Hands-on coding exercises and projects.
- Real-life biological data examples and case studies.
- Instructor-led demonstrations.
- Q&A sessions for addressing participants' queries.
Prerequisites:
- No prior programming experience required.
- Participants should bring their own laptops with Python installed (instructions will be provided).
Materials Provided:
- Comprehensive course materials (slides, code examples, and datasets).
- Certificate of completion for participants who meet course requirements.
Programme
Monday, May 13th 2024
| 9:00 | Arrival |
| 10:30 | Welcome, organizational |
| 11:00 | Python basics (variables, if, for) |
| 12:30 | Lunch |
| 13:30 | File handling + Image loading/visualization |
| 15:00 | Coffee |
| 15:30 | Image Processing basics (filtering) |
| 18:00 | End |
Tuesday, May 14th 2024
| 9:00 | Image Segmentation |
| 10:30 | Coffee |
| 11:00 | Feature extraction |
| 12:30 | Lunch |
| 13:30 | Machine learning (Pixel + Object Classification) |
| 15:00 | Coffee |
| 15:30 | Tabular data wrangling (Pandas) |
| 18:00 | Wrap up & work on your own data |
| 19:00 | Scientific Networking Event |
| 21:00 | End |
Wednesday, May 15th 2024
| 9:00 | Data Visualization theory |
| 10:30 | Coffee |
| 11:00 | Plotting using Seaborn |
| 12:30 | Lunch |
| 13:30 | Explorative data science, unsupervised machine learning |
| 15:00 | Coffee |
| 15:30 | Wrap up & work on your own data |
| 17:00 | Departure |
Please note that the course is already fully booked.
| Kurs | Bio-Image Data Science with Python (ScaDS.AI) |
| Datum | 13.05.2024 – 15.05.2024 |
| Anmeldeschluss | 12.04.2024 23:59 |
| Preis | EUR 320.00 |
| Kontakt | Herr Marvin Rosé marvin.rose@zv.uni-leipzig.de |
| Status | Ausgebucht / Anmeldefrist abgelaufen |
| Datum | Zeit | Ort | Beschreibung |
|---|---|---|---|
| 13.05.2024 | 09:00 – 18:00 | ScaDS.AI | Training – Day I |
| 14.05.2024 | 09:00 – 21:00 | ScaDS.AI | Training – Day II |
| 15.05.2024 | 09:00 – 17:00 | ScaDS.AI | Training – Day III |