Archives
Data Science with Python
You want to learn Python for Data Science, but don’t find the time to visit synchronous courses regularly?
Register for this free self-paced course and learn all you need to start with Python on your own schedule!
Introductory Tutorials
- Python Introduction
- Basic Scripting in Pyhton
- Functions and Packages
Advanced: Data Management and Visualisation
- Introduction to Pandas
- Data Exploration in Pandas
- Visualisation with Matplotlib
- Advanced Plotting
Advanced: Working with Libraries
- Numpy/Scipy
- Working with Web Documents
- Machine Learning with scikit-learn
About the Instructors
Sven Hertling and Nicolas Heist both work at the University of Mannheim as researchers or scientific staff. While Hertling holds a Master’s degree in Computer Science and primarily researches semantic technologies/semantic web, linked data, and knowledge graphs, Heist’s research interests primarily focuses on Semantic Web technologies, Knowledge Graphs, and Linked Data.
Data Science with R
You want to learn R for Data Science, but don’t find the time to visit synchronous courses regularly?
Register for this free self-paced course and learn all you need to start with R on your own schedule!
Introductory Tutorials
- The True Basics of R
- Data Manipulation in R
- Data Visualization in R
Advanced Data Manipulation in R
- Data Management
- Subsets & Aggregation
- Advanced Programming
- Testing in R
Advanced Data Visualization in R
- The Concept of Visualization & Advanced base R Graphs
- Introduction to ggplot2
- Advanced ggplot2
About the Instructor
Leonie Gehrmann is a doctoral student at the University of Mannheim in the field of Marketing. Her research interests primarily focus on machine learning applications in marketing, economics of data, and consumer psychology.