Name: Machine Learning: Basic Course and Intense Study Group
Start: 2024-03-11T09:00:00+01:00
End: 2024-03-13T17:00:00+01:00
Location: Zoom

Machine Learning: Basic Course and Intense Study Group

from Monday 11 March 2024 (09:00) to Wednesday 13 March 2024 (17:00)

Monday 11 March 2024
09:00 Introduction to Machine Learning
Introduction to Machine Learning
09:00 - 12:30
Room: https://notes.desy.de/RLpT8_gDSgabhaA8ew7DvQ?edit
Contributions

09:00 Welcome and Introduction to the Course

09:30 Machine-Learning Concepts

11:00 The predictive modelling pipeline I
12:30 Lunch break
Lunch break
12:30 - 13:30
Room: https://notes.desy.de/RLpT8_gDSgabhaA8ew7DvQ?edit
13:30 Introduction to Machine Learning
Introduction to Machine Learning
13:30 - 17:00
Room: https://notes.desy.de/RLpT8_gDSgabhaA8ew7DvQ?edit
Contributions

13:30 The predictive modeling pipeline II

15:30 Selecting the best model
Tuesday 12 March 2024
09:00 Introduction to Machine Learning
Introduction to Machine Learning
09:00 - 12:30
Room: https://notes.desy.de/RLpT8_gDSgabhaA8ew7DvQ?edit
Contributions

09:00 Hyperparameter tuning

11:00 Linear models I
12:30 Lunch break
Lunch break
12:30 - 13:30
Room: https://notes.desy.de/RLpT8_gDSgabhaA8ew7DvQ?edit
13:30 Introduction to Machine Learning
Introduction to Machine Learning
13:30 - 17:00
Room: https://notes.desy.de/RLpT8_gDSgabhaA8ew7DvQ?edit
Contributions

13:30 Linear models II

15:30 Decision tree models
Wednesday 13 March 2024
09:00 Introduction to Machine Learning
Introduction to Machine Learning
09:00 - 12:30
Room: https://notes.desy.de/RLpT8_gDSgabhaA8ew7DvQ?edit
Contributions

09:00 Ensemble of models I

11:00 Ensemble of models II
12:30 Lunch break
Lunch break
12:30 - 13:30
Room: https://notes.desy.de/RLpT8_gDSgabhaA8ew7DvQ?edit
13:30 Introduction to Machine Learning
Introduction to Machine Learning
13:30 - 17:00
Room: https://notes.desy.de/RLpT8_gDSgabhaA8ew7DvQ?edit
Contributions

13:30 Evaluating model performance I

15:30 Evaluating model performance II

16:30 Concluding remarks

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