Advanced Python for Scientists
A workshop offered by the University IT and Data Center (HRZ)
Do you use Python in your scientific work? Do you run Python code on HPC clusters, or simply on your laptop? This workshop will teach you some of the Python-related topics beyond the absolute basics of the language – things you will likely run into as a scientist using Python.
In-person Workshop
Monday, January 13, 2025
3:00 p.m. - 6:30 p.m.
Tuesday, January 14, 2025
3:00 p.m. - 6:30 p.m.
Trainer
Jan Steiner
Language
English
Location
PC Room 0.012 at the HRZ,
Wegelerstr. 6
Target Group
Doctoral students and postdocs
Track(s)
Research, Business and Organizations
Certificate
8 units are applicable within the Doctorate plus or Careers plus certificate
Description
Preliminary list of topics:
- Overview of common frameworks: Numpy, Scipy, Pandas, Pytorch, Tensorflow
- What everyone should know about Python performance
- pip and Conda basics
- Using pip and Conda on HPC clusters
- Using GPUs and other system resources
- Parallel computing with Python
Since this workshop is being held for the first time, the list of topics is potentially subject to major changes.
Registration happens via eCampus (Uni-ID required). The course may be held more than once, depending on presenter availability and number of registrations.
IMPORTANT:
After registering, you MUST JOIN ONE OF THE GROUPS, depending on when you want to attend the course.
Content
- Overview of common frameworks: Numpy, Scipy, Pandas, Pytorch, Tensorflow
- What everyone should know about Python performance
- pip and Conda basics
- Using pip and Conda on HPC clusters
- Using GPUs and other system resources
- Parallel computing with Python
Contact
High Performance Computing at the University of Bonn
More Workshops?
Have a look at further workshops offered in our Doctorate plus program this semester.
Also see
Certificate Doctorate plus
Acquire the Doctorate plus Certificate in one of our three career tracks.
Qualification Program Doctorate plus
Expand your skills with our qualification program Doctorate plus.
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