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