Name: Incubator Summer Academy - Next Level Data Science
Start: 2023-09-18T09:00:00+02:00
End: 2023-09-29T17:00:00+02:00
Location: No location set

Incubator Summer Academy - Next Level Data Science

from Monday 18 September 2023 (09:00) to Friday 29 September 2023 (17:00)

Monday 18 September 2023
09:00
09:00 - 10:00
Contributions

09:00 Opening event - Christian Beilmann (HIDA coordinator) Dirk Werth (AWS Institut) Otmar D. Wiestler (President Helmholtz Association)
10:00 Reproducibility in Science
Reproducibility in Science
10:00 - 12:30
Contributions

10:10 Introduction to Open Science and Reproducibility - Antonia Schrader (Helmholtz Open Science Office)

10:45 Lecture: Reproducibility in Science - Hans Fangohr (MPSD)
Python
Python
10:00 - 17:00
Contributions

10:00 Introduction to Python (Part 1) - Fredo Erxleben (Helmholtz-Zentrum Dresden-Rossendorf)
Introduction to Statistical Learning
Introduction to Statistical Learning
10:00 - 16:15
Contributions

10:00 Lecture: Introduction to Statistical Learning (Part 1) - Tingying Peng (Helmholtz Munich)

11:15 Tutorial: Statistical Learning (Part 1) - Alaa Bassadok (Helmholtz Munich)

13:30 Lecture: Introduction to Statistical Learning (Part 2) - Tingying Peng (Helmholtz Munich)

14:45 Tutorial: Statistical Learning (Part 2) - Alaa Bessadok (Helmholtz AI)
12:30 Lunch break
Lunch break
12:30 - 13:30
Tuesday 19 September 2023
09:00 Python
Python
09:00 - 17:00
Contributions

09:00 Introduction to Python (Part 2) - Fredo Erxleben (Helmholtz-Zentrum Dresden-Rossendorf)
Introduction to Machine Learning
Introduction to Machine Learning
09:00 - 16:30
Contributions

09:00 Introduction to Machine Learning (Part 1) - Alina Bazarova Donatella Cea Francesco Campi Jiangtao Wang (FZ Jülich) Peter Steinbach (HZDR) Sebastian Starke (HZDR) Steve Schmerler (HZDR)
09:30 Meet the Helmholtz Incubator Platforms
Meet the Helmholtz Incubator Platforms
09:30 - 10:30
Contributions

09:30 Meet the Helmholtz Incubator Platforms
12:30 Lunch break
Lunch break
12:30 - 13:30
Wednesday 20 September 2023
09:00 Python
Python
09:00 - 17:00
Contributions

09:00 Introduction to Pandas - Fredo Erxleben (Helmholtz-Zentrum Dresden-Rossendorf)
09:00 - 16:30
Contributions

09:00 Introduction to Machine Learning (Part 2) - Alina Bazarova Donatella Cea Francesco Campi Jiangtao Wang (FZ Jülich) Peter Steinbach (HZDR) Sebastian Starke (HZDR) Steve Schmerler (HZDR)
12:30 Lunch break
Lunch break
12:30 - 13:30
Thursday 21 September 2023
09:00 Python
Python
09:00 - 17:00
Contributions

09:00 Introduction to Matplotlib - Fredo Erxleben (Helmholtz-Zentrum Dresden-Rossendorf)
Introduction to Machine Learning
Introduction to Machine Learning
09:00 - 16:30
Contributions

09:00 Introduction to Machine Learning (Part 3) - Alina Bazarova Donatella Cea Francesco Campi Jiangtao Wang (FZ Jülich) Peter Steinbach (HZDR) Sebastian Starke (HZDR) Steve Schmerler (HZDR)
09:30 Reproducibility in Science
Reproducibility in Science
09:30 - 15:30
Contributions

09:30 Repro hack - Anja Eggert (FBN Dummerstdorf) Frank Krüger (HS Wismar) Max Schroeder (University of Rostock)
12:30 Lunch break
Lunch break
12:30 - 13:30
Friday 22 September 2023
09:00 Introduction to Machine Learning
Introduction to Machine Learning
09:00 - 16:30
Contributions

09:00 Introduction to Machine Learning (Part 4) - Alina Bazarova Donatella Cea Francesco Campi Jiangtao Wang (FZ Jülich) Peter Steinbach (HZDR) Sebastian Starke (HZDR) Steve Schmerler (HZDR)
10:00 Introduction to Interpretable Machine Learning
Introduction to Interpretable Machine Learning
10:00 - 11:00
Contributions

10:00 Lecture: Fairness in machine learning - Niki Kilbertus
11:30 Machine Learning- based Image Analysis
Machine Learning- based Image Analysis
11:30 - 17:00
Contributions

11:30 Lecture: Introduction to Machine Learning- based Image Analysis - Paul Jäger (Helmholtz Imaging, DKFZ)

13:30 Lecture: Common Pitfalls in ML-based Image Analysis - Paul Jäger (Helmholtz Imaging, DKFZ)

14:30 Lecture: Applications of AI in Medical Imaging - Lukas Klein (Helmholtz Imaging, DKFZ)

15:30 Tutorial: nnU-Nnet: A self-configuring image segmentation method - Kim-Celine Kahl (Helmholtz Imaging, DKFZ)
12:30 Lunch break
Lunch break
12:30 - 13:30
13:30 Introduction to Interpretable Machine Learning
Introduction to Interpretable Machine Learning
13:30 - 17:30
Contributions

13:30 Course Package 9 (Helmholtz AI): Introduction to eXplainable AI - Donatella Cea Elisabeth Georgii (Helmholtz Zentrum München) Florian Kofler (HAI) Francesco Campi Harshavardhan Subramanian Helena Pelin Lisa Barros de Andrade e Sousa (Helmholtz AI) Mahyar Valizadeh (Helmholtz AI consultacy health unit) Sabrina Benassou Theresa Willem
Saturday 23 September 2023
Sunday 24 September 2023

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