Name: Lectures on data science: Introduction and Fundamentals of Machine Learning
Start: 2024-03-21T09:00:00+01:00
End: 2024-03-22T17:00:00+01:00
Location: RWTH Aachen

Lectures on data science: Introduction and Fundamentals of Machine Learning

from Thursday 21 March 2024 (09:00) to Friday 22 March 2024 (17:00)

Monday 18 March 2024
Tuesday 19 March 2024
Wednesday 20 March 2024
Thursday 21 March 2024
09:00 Lecture: Introduction and Fundamentals of Machine Learning - Stefan Sandfeld (FZJ, IAS-9)
Lecture: Introduction and Fundamentals of Machine Learning
- Stefan Sandfeld (FZJ, IAS-9)
09:00 - 09:30
Room: GRS001
09:30 Lecture: Linear regression - Stefan Sandfeld (FZJ, IAS-9)
Lecture: Linear regression
- Stefan Sandfeld (FZJ, IAS-9)
09:30 - 10:30
Room: GRS001
10:30 Break
Break
10:30 - 10:45
Room: GRS001
10:45 Tutorial: Linear regression - Tarek Iraki (FZJ, IAS-9)
Tutorial: Linear regression
- Tarek Iraki (FZJ, IAS-9)
10:45 - 12:00
Room: GRS001
12:00 Lunch break
Lunch break
12:00 - 13:00
Room: GRS001
13:00 Tutorial: Linear regression (cont’d) - Tarek Iraki (FZJ, IAS-9)
Tutorial: Linear regression (cont’d)
- Tarek Iraki (FZJ, IAS-9)
13:00 - 14:00
Room: GRS001
14:00 Break
Break
14:00 - 14:15
Room: GRS001
14:15 Lecture: Principal Component Analysis (PCA) - Stefan Sandfeld (FZJ, IAS-9)
Lecture: Principal Component Analysis (PCA)
- Stefan Sandfeld (FZJ, IAS-9)
14:15 - 15:30
Room: GRS001
15:30 Break
Break
15:30 - 15:45
Room: GRS001
15:45 Tutorial: Principal Component Analysis (PCA) - Aytekin Demirci (Forschungszentrum Jülich)
Tutorial: Principal Component Analysis (PCA)
- Aytekin Demirci (Forschungszentrum Jülich)
15:45 - 17:00
Room: GRS001
Friday 22 March 2024
09:00 Lecture: Perceptrons, Perceptron Learning, Multi Perceptron Learning - Stefan Sandfeld (FZJ, IAS-9)
Lecture: Perceptrons, Perceptron Learning, Multi Perceptron Learning
- Stefan Sandfeld (FZJ, IAS-9)
09:00 - 10:15
Room: GRS001
10:15 Break
Break
10:15 - 10:30
Room: GRS001
10:30 Tutorial: Perceptrons, Perceptron Learning, Multi Perceptron Learning - Aytekin Demirci (Forschungszentrum Jülich)
Tutorial: Perceptrons, Perceptron Learning, Multi Perceptron Learning
- Aytekin Demirci (Forschungszentrum Jülich)
10:30 - 12:00
Room: GRS001
12:00 Lunch break
Lunch break
12:00 - 13:00
Room: GRS001
13:00 Lecture: Fully Connected Networks - Stefan Sandfeld (FZJ, IAS-9)
Lecture: Fully Connected Networks
- Stefan Sandfeld (FZJ, IAS-9)
13:00 - 14:00
Room: GRS001
14:00 Break
Break
14:00 - 14:15
Room: GRS001
14:15 Tutorial: Fully connected networks - Bashir Kazimi (FZJ, IAS-9)
Tutorial: Fully connected networks
- Bashir Kazimi (FZJ, IAS-9)
14:15 - 15:30
Room: GRS001
15:30 Break
Break
15:30 - 15:45
Room: GRS001
15:45 Tutorial: Fully connected networks (cont'd) - Bashir Kazimi (FZJ, IAS-9)
Tutorial: Fully connected networks (cont'd)
- Bashir Kazimi (FZJ, IAS-9)
15:45 - 16:45
Room: GRS001
16:45

16:45 - 17:00
Room: GRS001

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