GWDG Academy

These are the HPC and AI related courses hosted at the GWDG Academy.

Training portfolio of the GWDG Academy as PDF with clickable links

Color legend

• Beginner: Bright blue #98D4F2
• Intermediate: Pastel blue #8080FF
• Advanced: Cerise (red magenta mixture) #DE3163

Full list of courses

• HPC Beginners Courses
  • Getting started with Linux Bash
  • Getting Started with the AI Training Platform
  • How to KISSKI
  • Supercomputing for Every Scientist
  • Using the GWDG Scientific Compute Cluster
• General HPC usage
  • Introduction to Shiny: A Simple Way to Create Web Apps with R and Python
  • Deep Dive into Containers
  • Practical Course in High-Performance Computing
  • Secure HPC - Parallel Computing with Highest Security
  • Using Jupyter Notebooks on HPC
• Advanced HPC Topics
  • Foundations of SQL and Data Management
  • High Performance Data Analytics: Big Data meets HPC
  • Monitoring HPC Systems in the GWDG
  • Practical: High-Performance Computing System Administration
  • Quantum Computing with Simulators on HPC
  • System, User and Developer Perspectives on Parallel I/O
• Performance Engineering
  • Introduction to Performance Engineering
  • Parallel Programming with MPI
  • Performance Engineering in ML Workloads Using Score-P and Vampir
  • Performance Engineering Tools for AI and HPC Workloads
• Artificial Intelligence / GPU Programming
  • Deep Learning Bootcamp: Building and Deploying AI Models
  • Deep Learning with GPU Cores
  • Effectively Utilize AI Tools in Research
  • Fundamentals of Accelerated Computing with CUDA Python
  • GPU Programming with CUDA
  • KI in der Verwaltung: Eine Einführung in die Nutzung für alle Mitarbeiter*innen
• Data Management in HPC
  • Data Management Concepts for Efficient and User-Friendly HPC
  • Using the GöDL Data Catalog for Semantic Data Access on the GWDG HPC Systems
  • Using the GWDG Data Pools for Scientific Data Sharing
• Application Science / Science Domains
  • Ansys on Cluster and Post-Processing of Simulation Results
  • Debugging Scientific Applications - Illustration on OpenFOAM
  • Introduction to AlphaFold
  • Introduction to Neuromorphic Computing and the SpiNNaker Hardware Platform
  • Introduction to Research Software Development with MATLAB
  • Parallel Computing with MATLAB Part I: Parallelize on your local machine
  • Parallel Computing with MATLAB Part II: Scaling up to the GWDG Scientific Compute Cluster
  • Snakemake for HPC Workflows