Applied Data Science in Medicine & Psychology 2024 /CoursesID:3367
- Most recent entry on 2024-04-17

Organisational Unit

Lehrstuhl für Gesundheitspsychologie

Recording type

Vorlesungsreihe

Language

The interdisciplinary module „Applied Data Science in Medicine & Psychology“ covers basic statistical knowledge and hands-on Python exercises. We will start with relevant knowledge from both disciplines (statistics and programming), which will allow you to analyze your data more efficiently. Since this is a course for students from many different disciplines (life sciences, psychology, medical engineering, etc.) we will gradually build up your knowledge which will allow you to cover more complex ideas as we move through the course.

Our goal is to provide you with the necessary knowledge, skills, and tools for future projects, such as theses, and to prepare those of you who wish to pursue a career in science. This course will also complement the seminars „Digital Health Psychology“ and „Digitalization in Clinical Psychology“, as prior knowledge of Python and data analysis will enhance the benefit of both seminars for you.

Associated Clips

Episode
Title
Lecturer
Updated
Via
Duration
Media
0
Introduction - SoSe 2024
Luca Abel
2024-04-17
IdM-login
00:33:24
1
Python Introduction I
Luca Abel
2023-04-19
IdM-login
00:23:03
2
Python Introduction II
Luca Abel
2023-04-28
IdM-login
00:22:26
3
Control Flow and Order of Operations
Luca Abel
2023-05-09
IdM-login
00:23:31
4
Dictionaries, OOP & Classes
Luca Abel
2023-05-16
IdM-login
00:44:10
5
NumPy / SciPy
Luca Abel
2023-05-23
IdM-login
00:29:13
6
Pandas I
Luca Abel
2023-06-12
IdM-login
00:22:44
7
Pandas II
Luca Abel
2023-06-12
IdM-login
00:21:47
8
Statistics I
Prof. Dr. Nicolas Rohleder
2023-06-12
IdM-login
01:08:04
9
Statistics II
Prof. Dr. Nicolas Rohleder
2023-06-12
IdM-login
00:53:29
10
Visualization
Prof. Dr. Nicolas Rohleder
2023-06-12
IdM-login
00:25:52
11
Machine Learning
Luca Abel
2023-07-12
IdM-login
00:25:45

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