Incubator Summer Academy - Next Level Data Science

Contribution List

28. 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)

19/09/2023, 09:00

Course Package 8 (Helmholtz AI)

This course will introduce participants to the concepts of AI and Machine Learning, covering clustering and clasifications fundamentals as well as practical experience with standard methods for both techniques. Lastly, participants will gain an insight on best practises for evaluating a machine learning model's performance (ROC curve, FPR etc.)

29. 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)

20/09/2023, 09:00

Course Package 8 (Helmholtz AI)

This course will introduce participants to the concepts of AI and Machine Learning, covering clustering and clasifications fundamentals as well as practical experience with standard methods for both techniques. Lastly, participants will gain an insight on best practises for evaluating a machine learning model's performance (ROC curve, FPR etc.)

30. 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)

21/09/2023, 09:00

Course Package 8 (Helmholtz AI)

This course will introduce participants to the concepts of AI and Machine Learning, covering clustering and clasifications fundamentals as well as practical experience with standard methods for both techniques. Lastly, participants will gain an insight on best practises for evaluating a machine learning model's performance (ROC curve, FPR etc.)

31. 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)

22/09/2023, 09:00

Course Package 8 (Helmholtz AI)

This course will introduce participants to the concepts of AI and Machine Learning, covering clustering and clasifications fundamentals as well as practical experience with standard methods for both techniques. Lastly, participants will gain an insight on best practises for evaluating a machine learning model's performance (ROC curve, FPR etc.)