263-3300-00L Data Science Lab
Semester | Autumn Semester 2017 |
Lecturers | C. Zhang, K. Schawinski |
Periodicity | yearly recurring course |
Language of instruction | English |
Comment | Number of participants limited to 30. In the Master Programme max. 10 credits can be accounted by Labs on top of the Interfocus Courses. Additional Labs will be listed on the Addendum. |
Courses
Number | Title | Hours | Lecturers | ||||
---|---|---|---|---|---|---|---|
263-3300-00 P | Data Science Lab | 9 hrs |
| C. Zhang, K. Schawinski |
Catalogue data
Abstract | In this class, we bring together data science applications provided by ETH researchers outside computer science and teams of computer science master's students. Two to three students will form a team working on data science/machine learning-related research topics provided by scientists in a diverse range of domains such as astronomy, biology, social sciences etc. |
Objective | The goal of this class if for students to gain experience of dealing with data science and machine learning applications "in the wild". Students are expected to go through the full process starting from data cleaning, modeling, execution, debugging, error analysis, and quality/performance refinement. Website: Link |
Prerequisites / Notice | Each student is required to send the lecturer their CV and transcript and the lecturer will decide the enrollment on a per-student basis. Moreover, the students are expected to have experience about machine learning and deep learning. EMAIL to send CV: Link |
Performance assessment
Performance assessment information (valid until the course unit is held again) | |
Performance assessment as a semester course | |
ECTS credits | 10 credits |
Examiners | C. Zhang, K. Schawinski |
Type | ungraded semester performance |
Language of examination | English |
Repetition | Repetition only possible after re-enrolling for the course unit. |
Learning materials
Main link | Information |
Only public learning materials are listed. |
Groups
No information on groups available. |
Restrictions
Places | 30 at the most |
Priority | Registration for the course unit is only possible for the primary target group |
Primary target group | Computer Science MSc (263000) |
Waiting list | until 02.10.2017 |