In addition to supporting traditional HPC applications, the Leibniz Supercomputing Centre (LRZ) is offering systems and services to address the increasing demand of data analytics, big data and machine learning workflows. In a series of trainings, we provide introductory courses for researchers and students who want to utilize LRZ resources for tasks of this nature.

Current Courses

 
Introduction to GNU/Linux and the Shell: see Linux and Shell Tutorial
Introduction to SSH: see SSH Tutorial

 
Introduction to the LRZ HPC Infrastructure: Slides
Introduction to the LRZ Compute Cloud: see Compute Cloud Material

 
Introduction to Container Technology & Application to AI at LRZ: see Container Technology Material
Introduction to the LRZ AI Infrastructure: see AI Infrastructure Material

 
Intel® AI Workshop Module #1 - Accelerated Machine Learning with Intel®: Slides 0, 1, 2, 3
Intel® AI Workshop Module #2 - Accelerated Deep Learning with Intel®: Slides 1, 2, 3


Using Python at LRZ: see Using Python at LRZ Material
High Performance Data Analytics Using R at LRZ: Slides

Archive of Data Analytics, Big Data and Machine Learning Training Courses

04/2021


Q&A - Introduction to GNU/Linux and SSH: Linux and Shell Tutorial, SSH Tutorial
Introduction to the LRZ HPC Infrastructure: Slides

 
Introduction to the LRZ Compute Cloud: Slides
Using R at LRZ: Slides 1, 2

 
Introduction to Container Technology & Application to AI at LRZ: Container Technology Material
Introduction to the LRZ AI Infrastructure: Slides

 
Intel® AI HPC Workshop #1: Machine Learning: Slides 1, 2, 3
Intel® AI HPC Workshop #2: Deep Learning: Slides 1, 2, 3

10/2020

  1. Introduction to GNU/Linux and SSH:
    Linux and Shell Tutorial
    SSH Tutorial
  2. Introduction to the LRZ Compute Cloud (Prerequisite: 1)
  3. Introduction to the LRZ HPC Infrastructure (Prerequisite: 1)
  4. Using R at LRZ (Prerequisites: 1, 3)
  5. Machine Learning with R at LRZDemo R Script (Prerequisites: 1, 3, 4)

  6. Introduction to the LRZ AI Infrastructure (Prerequisite: 1, 3)
  7. Intel® AI HPC Workshop #1: Machine Learning Module (Prerequisites: 1, 3)
  8. Intel® AI HPC Workshop #2: Deep Learning Module (Prerequisite: 1, 3)

04/2020

10/2019

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