Course catalog

19333912

Implementation Project: Lab Machine Learning for Data Science

Grégoire Montavon

Comments

The course will consist of applying machine learning techniques for extracting domain insights from real-world or simulated datasets. It will take the form of multiple lab exercises in Python, where the students will extract data, apply visualization techniques, train machine learning models on this data, use model selection/validation techniques, and finally apply interpretability techniques to extract domain insights from the learned models.

Recommended prior course: Machine Learning for Data Science

Format: Oral exam at the end of the semester

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36 Class schedule

Regular appointments

Fri, 14:00 - 16:00 Softwareprojekt: Lab Machine Learning for Data Science 14 Class schedule

Fri, 2024-04-19 14:00 - 16:00

Softwareprojekt: Lab Machine Learning for Data Science

Lecturers:
Prof. Dr.-Ing. Grégoire Montavon

Location:
T9/K 036 Rechnerpoolraum (Takustr. 9)

Fri, 2024-04-26 14:00 - 16:00

Softwareprojekt: Lab Machine Learning for Data Science

Lecturers:
Prof. Dr.-Ing. Grégoire Montavon

Location:
T9/K 036 Rechnerpoolraum (Takustr. 9)

Fri, 2024-05-03 14:00 - 16:00

Softwareprojekt: Lab Machine Learning for Data Science

Lecturers:
Prof. Dr.-Ing. Grégoire Montavon

Location:
T9/K 036 Rechnerpoolraum (Takustr. 9)

Fri, 2024-05-10 14:00 - 16:00

Softwareprojekt: Lab Machine Learning for Data Science

Lecturers:
Prof. Dr.-Ing. Grégoire Montavon

Location:
T9/K 036 Rechnerpoolraum (Takustr. 9)

Fri, 2024-05-17 14:00 - 16:00

Softwareprojekt: Lab Machine Learning for Data Science

Lecturers:
Prof. Dr.-Ing. Grégoire Montavon

Location:
T9/K 036 Rechnerpoolraum (Takustr. 9)

Fri, 2024-05-24 14:00 - 16:00

Softwareprojekt: Lab Machine Learning for Data Science

Lecturers:
Prof. Dr.-Ing. Grégoire Montavon

Location:
T9/K 036 Rechnerpoolraum (Takustr. 9)

Fri, 2024-05-31 14:00 - 16:00

Softwareprojekt: Lab Machine Learning for Data Science

Lecturers:
Prof. Dr.-Ing. Grégoire Montavon

Location:
T9/K 036 Rechnerpoolraum (Takustr. 9)

Fri, 2024-06-07 14:00 - 16:00

Softwareprojekt: Lab Machine Learning for Data Science

Lecturers:
Prof. Dr.-Ing. Grégoire Montavon

Location:
T9/K 036 Rechnerpoolraum (Takustr. 9)

Fri, 2024-06-14 14:00 - 16:00

Softwareprojekt: Lab Machine Learning for Data Science

Lecturers:
Prof. Dr.-Ing. Grégoire Montavon

Location:
T9/K 036 Rechnerpoolraum (Takustr. 9)

Fri, 2024-06-21 14:00 - 16:00

Softwareprojekt: Lab Machine Learning for Data Science

Lecturers:
Prof. Dr.-Ing. Grégoire Montavon

Location:
T9/K 036 Rechnerpoolraum (Takustr. 9)

Fri, 2024-06-28 14:00 - 16:00

Softwareprojekt: Lab Machine Learning for Data Science

Lecturers:
Prof. Dr.-Ing. Grégoire Montavon

Location:
T9/K 036 Rechnerpoolraum (Takustr. 9)

Fri, 2024-07-05 14:00 - 16:00

Softwareprojekt: Lab Machine Learning for Data Science

Lecturers:
Prof. Dr.-Ing. Grégoire Montavon

Location:
T9/K 036 Rechnerpoolraum (Takustr. 9)

Fri, 2024-07-12 14:00 - 16:00

Softwareprojekt: Lab Machine Learning for Data Science

Lecturers:
Prof. Dr.-Ing. Grégoire Montavon

Location:
T9/K 036 Rechnerpoolraum (Takustr. 9)

Fri, 2024-07-19 14:00 - 16:00

Softwareprojekt: Lab Machine Learning for Data Science

Lecturers:
Prof. Dr.-Ing. Grégoire Montavon

Location:
T9/K 036 Rechnerpoolraum (Takustr. 9)

Fri, 14:00 - 16:00 Softwareprojekt: Lab Machine Learning for Data Science 11 Class schedule

Fri, 2024-04-19 14:00 - 16:00

Softwareprojekt: Lab Machine Learning for Data Science

Location:
T9/K44 Rechnerpoolraum (Takustr. 9)

Fri, 2024-04-26 14:00 - 16:00

Softwareprojekt: Lab Machine Learning for Data Science

Location:
T9/K44 Rechnerpoolraum (Takustr. 9)

Fri, 2024-05-03 14:00 - 16:00

Softwareprojekt: Lab Machine Learning for Data Science

Location:
T9/K44 Rechnerpoolraum (Takustr. 9)

Fri, 2024-05-10 14:00 - 16:00

Softwareprojekt: Lab Machine Learning for Data Science

Location:
T9/K44 Rechnerpoolraum (Takustr. 9)

Fri, 2024-05-17 14:00 - 16:00

Softwareprojekt: Lab Machine Learning for Data Science

Location:
T9/K44 Rechnerpoolraum (Takustr. 9)

Fri, 2024-05-24 14:00 - 16:00

Softwareprojekt: Lab Machine Learning for Data Science

Location:
T9/K44 Rechnerpoolraum (Takustr. 9)

Fri, 2024-05-31 14:00 - 16:00

Softwareprojekt: Lab Machine Learning for Data Science

Location:
T9/K44 Rechnerpoolraum (Takustr. 9)

Fri, 2024-06-07 14:00 - 16:00

Softwareprojekt: Lab Machine Learning for Data Science

Location:
T9/K44 Rechnerpoolraum (Takustr. 9)

Fri, 2024-06-14 14:00 - 16:00

Softwareprojekt: Lab Machine Learning for Data Science

Location:
T9/K44 Rechnerpoolraum (Takustr. 9)

Fri, 2024-06-21 14:00 - 16:00

Softwareprojekt: Lab Machine Learning for Data Science

Location:
T9/K44 Rechnerpoolraum (Takustr. 9)

Fri, 2024-06-28 14:00 - 16:00

Softwareprojekt: Lab Machine Learning for Data Science

Location:
T9/K44 Rechnerpoolraum (Takustr. 9)

Fri, 14:00 - 16:00 Softwareprojekt: Lab Machine Learning for Data Science 11 Class schedule

Fri, 2024-04-19 14:00 - 16:00

Softwareprojekt: Lab Machine Learning for Data Science

Location:
T9/K46 Rechnerpoolraum (Takustr. 9)

Fri, 2024-04-26 14:00 - 16:00

Softwareprojekt: Lab Machine Learning for Data Science

Location:
T9/K46 Rechnerpoolraum (Takustr. 9)

Fri, 2024-05-03 14:00 - 16:00

Softwareprojekt: Lab Machine Learning for Data Science

Location:
T9/K46 Rechnerpoolraum (Takustr. 9)

Fri, 2024-05-10 14:00 - 16:00

Softwareprojekt: Lab Machine Learning for Data Science

Location:
T9/K46 Rechnerpoolraum (Takustr. 9)

Fri, 2024-05-17 14:00 - 16:00

Softwareprojekt: Lab Machine Learning for Data Science

Location:
T9/K46 Rechnerpoolraum (Takustr. 9)

Fri, 2024-05-24 14:00 - 16:00

Softwareprojekt: Lab Machine Learning for Data Science

Location:
T9/K46 Rechnerpoolraum (Takustr. 9)

Fri, 2024-05-31 14:00 - 16:00

Softwareprojekt: Lab Machine Learning for Data Science

Location:
T9/K46 Rechnerpoolraum (Takustr. 9)

Fri, 2024-06-07 14:00 - 16:00

Softwareprojekt: Lab Machine Learning for Data Science

Location:
T9/K46 Rechnerpoolraum (Takustr. 9)

Fri, 2024-06-14 14:00 - 16:00

Softwareprojekt: Lab Machine Learning for Data Science

Location:
T9/K46 Rechnerpoolraum (Takustr. 9)

Fri, 2024-06-21 14:00 - 16:00

Softwareprojekt: Lab Machine Learning for Data Science

Location:
T9/K46 Rechnerpoolraum (Takustr. 9)

Fri, 2024-06-28 14:00 - 16:00

Softwareprojekt: Lab Machine Learning for Data Science

Location:
T9/K46 Rechnerpoolraum (Takustr. 9)

Back to list of modules

Location: T9/K 036 Rechnerpoolraum (Takustr. 9)

Schedule: Fr 14:00-16:00

Class starts on: 2024-04-19

Course language: English

Contact hours: 2

Number of participants: 40

Limited attendance: Yes

Attendance required: Yes

Modules where this course belongs

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