270240 PR Data Science Introduction in Python (2023W)
Continuous assessment of course work
Labels
Registration/Deregistration
Note: The time of your registration within the registration period has no effect on the allocation of places (no first come, first served).
- Registration is open from Mo 04.09.2023 08:00 to Mo 25.09.2023 23:59
- Deregistration possible until Mo 25.09.2023 23:59
Details
max. 10 participants
Language: German
Lecturers
Classes (iCal) - next class is marked with N
Monday
02.10.
12:15 - 14:15
Seminarraum 4 Institut Physikalische Chemie HP Währinger Straße 42
Thursday
05.10.
10:00 - 12:00
Seminarraum 4 Institut Physikalische Chemie HP Währinger Straße 42
Monday
09.10.
12:15 - 14:15
Seminarraum 4 Institut Physikalische Chemie HP Währinger Straße 42
Thursday
12.10.
10:00 - 12:00
Seminarraum 4 Institut Physikalische Chemie HP Währinger Straße 42
Monday
16.10.
12:15 - 14:15
Seminarraum 4 Institut Physikalische Chemie HP Währinger Straße 42
Thursday
19.10.
10:00 - 12:00
Seminarraum 4 Institut Physikalische Chemie HP Währinger Straße 42
Monday
23.10.
12:15 - 14:15
Seminarraum 4 Institut Physikalische Chemie HP Währinger Straße 42
Monday
30.10.
12:15 - 14:15
Seminarraum 4 Institut Physikalische Chemie HP Währinger Straße 42
Monday
06.11.
12:15 - 14:15
Seminarraum 4 Institut Physikalische Chemie HP Währinger Straße 42
Thursday
09.11.
10:00 - 12:00
Seminarraum 4 Institut Physikalische Chemie HP Währinger Straße 42
Monday
13.11.
12:15 - 14:15
Seminarraum 4 Institut Physikalische Chemie HP Währinger Straße 42
Thursday
16.11.
10:00 - 12:00
Seminarraum 4 Institut Physikalische Chemie HP Währinger Straße 42
Monday
20.11.
12:15 - 14:15
Seminarraum 4 Institut Physikalische Chemie HP Währinger Straße 42
Thursday
23.11.
10:00 - 12:00
Seminarraum 4 Institut Physikalische Chemie HP Währinger Straße 42
Monday
27.11.
12:15 - 14:15
Seminarraum 4 Institut Physikalische Chemie HP Währinger Straße 42
Thursday
30.11.
10:00 - 12:00
Seminarraum 4 Institut Physikalische Chemie HP Währinger Straße 42
Monday
04.12.
12:15 - 14:15
Seminarraum 4 Institut Physikalische Chemie HP Währinger Straße 42
Thursday
07.12.
10:00 - 12:00
Seminarraum 4 Institut Physikalische Chemie HP Währinger Straße 42
Monday
11.12.
12:15 - 14:15
Seminarraum 4 Institut Physikalische Chemie HP Währinger Straße 42
Thursday
14.12.
10:00 - 12:00
Seminarraum 4 Institut Physikalische Chemie HP Währinger Straße 42
Monday
08.01.
12:15 - 14:15
Seminarraum 4 Institut Physikalische Chemie HP Währinger Straße 42
Thursday
11.01.
10:00 - 12:00
Seminarraum 4 Institut Physikalische Chemie HP Währinger Straße 42
Monday
15.01.
12:15 - 14:15
Seminarraum 4 Institut Physikalische Chemie HP Währinger Straße 42
Thursday
18.01.
10:00 - 12:00
Seminarraum 4 Institut Physikalische Chemie HP Währinger Straße 42
Monday
22.01.
12:15 - 14:15
Seminarraum 4 Institut Physikalische Chemie HP Währinger Straße 42
Thursday
25.01.
10:00 - 12:00
Seminarraum 4 Institut Physikalische Chemie HP Währinger Straße 42
Monday
29.01.
12:15 - 14:15
Seminarraum 4 Institut Physikalische Chemie HP Währinger Straße 42
Information
Aims, contents and method of the course
In this course, the students will be introduced into the basic concept of programming along the programming language Python as well as into basic data structures and algorithms. Topics will be discussed as representation of information, primitive data types, control structures, functions, concept of classes, inheritance. Advanced data structures will be introduced as lists, queues, sets, dictionaries, and graphs. In the second half of the course, topics such as clustering, classification, regression, or statistical evaluation will be discussed. Methods like k-means, kNN, decision trees, PCA, EM algorithm t-Test, or Benjamini-Hochberg correction will be examined.
Assessment and permitted materials
In the practical part of the course, the students will get exercises that they have to implement on their own during the session. These implementations will be assessed by the course instructor afterward. The instructor will additionally ask questions according to the implementation. Plagiarism, deception, or transcription of co-students is not tolerated and will be scored with 0 points. To successfully pass this course, the students have to gather at least 50% of all points of the practical exams.
Minimum requirements and assessment criteria
50% of the reachable points in the practical course
Examination topics
There is no preliminary knowledge required. Everything will be taught in the course from scratch.
Reading list
Association in the course directory
CH-SAS-07, AN-1, AN-2, BC-1
Last modified: Tu 26.09.2023 09:48