Berlin, Germany

Data Science with Python

when 18 July 2022 - 12 August 2022
language English
duration 4 weeks
credits 5 EC
fee EUR 1980

Data Science with Python course introduce learners to data science through the
python programming language.

This skills-based specialization is intended for learners who have a basic programming
background and want to apply statistical, machine learning, information visualization,
data analysis techniques through popular python toolkits such as numpy, pandas, matplotlib,
scikit-learn, pytorch.

Course leader

Sergej Dogadov is a PhD student at TU Berlin by the department for Intelligent Data Analysis and Machine Learning with more than five years of teaching experience.

Target group

This course is designed for current university students, working professionals and any individuals with an interest in furthering their knowledge and skills in programming with Python for Data Science.

Bachelor (2nd year) or Master's students from all fields and disciplines are welcome.

Course aim

Learning Goals:

Efficient and robust scientific computation and plotting
Random variables, distributions, and sampling
Supervised and unsupervised regression methods
One- and multi-class classification algorithms
Model selection via cross-validation and objective function minimization

Fee info

EUR 1980: 1980 euros for students and 2340 euros for working professionals