Data Analytics Winter Term 2021
Semester Schedule Winter Term 2021
The regular lectures for winter term will start from
01.11.2021. The following tables point to the webpages of lectures for the Winter Semester.
Python Tutorial
1st Semester for Winter Intake 2021
2nd Semester for Summer Intake 2021
3rd Semester for Winter Intake 2020
4rd Semester for Summer Intake 2020
Presentations and Timetable
Additional Information about Text Books
Here is the list of text books that will be most relevant for summer term
- Murphy, Kevin P. Machine learning: a probabilistic perspective. MIT press, 2012.
- Boyd, Stephen, and Lieven Vandenberghe. Convex optimization. Cambridge university press, 2004.
- Wes McKinney (2012): Python for Data Analysis Data Wrangling with Pandas, NumPy, and IPython, O’Reilly
- Joel Grus (2015): Data Science from Scratch First Principles with Python, O’Reilly
- Willi Richert, Luis Pedro Coelho (2013): Building Machine Learning Systems with Python, PACKT