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