Data Analytics, Big Data and AI Training Courses at LRZ

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 AI 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 AI Training Series

Introduction to LRZ AI Systems

Slides: Introduction to LRZ AI Systems

Code: https://github.com/LRZ-BADW/ai-systems

Introduction to Container Technology & Application to AI at LRZ

see Container Technology and AI Material

/ Orientation Session

Introduction to SSH, see SSH Tutorial
Introduction to GNU/Linux
Advanced SSH, see SSH Tutorial

Short History of Computing
Panorama of Systems at LRZ
User Perspective on LRZ Systems
Slurm

Archive of Data Analytics, Big Data and Machine Learning Training Course Materials

2024/04-05

/ Orientation Session

Introduction to SSH, see SSH Tutorial
Introduction to GNU/Linux
Advanced SSH, see SSH Tutorial

Short History of Computing
Panorama of Systems at LRZ
User Perspective on LRZ Systems
Slurm

Introduction to Container Technology & Application to AI at LRZ

see Container Technology and AI Material

Introduction to LRZ AI Systems

see AI Systems Material

High Performance Data Analytics Using R at LRZ

Slides: HPDA Using R at LRZ

2023/10

/  Orientation Session

Short History of Computing
Introduction to SSH, see SSH Tutorial
Introduction to GNU/Linux

Panorama of Systems at LRZ
Advanced SSH, see SSH Tutorial
User Perspective on LRZ Systems
Slurm

 Intro to Container Technology & Application to AI at LRZ

see Container Technology and AI Material

 Introduction to the LRZ AI Systems

see AI Systems Material

Introduction to the LRZ Linux Cluster

Working with the LRZ Linux Cluster
Software Provisioning at LRZ

High Performance Data Analytics Using R at LRZ

Slides: HPDA Using R at LRZ

Introductory AI Workshop by Intel

see Introductory AI Workshop by Intel

2023/04

Orientation Session

 

A Very Brief History of Computing
Introduction to GNU/Linux - Part 1
Introduction to SSH, see SSH Tutorial

Introduction to GNU/Linux - Part 2
Panorama of systems @ LRZ

 

Advanced SSH Topics, see SSH Tutorial
User Perspective on LRZ Systems

Intro to Container Technology & Application to AI at LRZ

see Container Technology and AI Material

Introduction to the LRZ AI Systems

 see AI Systems Material

Intel AI Workshop - Accelerated Machine Learning with Intel

 

Introduction to AI with Intel
How to Accelerate Classical Machine Learning on Intel Architecture

Introduction to the LRZ Linux Cluster

 Slides Introduction to the LRZ Linux Cluster, Slides Software Provisioning

High Performance Data Analytics Using R at LRZ

Slides HPDA Using R at LRZ

10/2022

 

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

 

Introduction to Multiuser Cluster Systems at LRZ: see Multi-user Cluster Material
Introduction to Container Technology & Application to AI at LRZ: see Container Technology and AI Material

 

Introduction to the LRZ AI Systems: see AI Systems Material
Introduction to the LRZ Compute Cloud: see Compute Cloud Material

 

Intel® AI Workshop Module #1: Accelerated Machine Learning with Intel®:

Intel® AI Workshop Module #2: Accelerated Deep Learning with Intel®

 

Introduction to the LRZ Linux Cluster: Slides, Software Ecosystem
High Performance Data Analytics Using R at LRZ: Slides

04/2022


Introduction to GNU/Linux and SSH: see Linux and Shell Material and SSH Tutorial
Introduction to Multiuser Cluster Systems at LRZ: Slides

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

 
Intel® AI Workshop Module #1: Accelerated Machine Learning with Intel®: Slides 1, 2, 3
Intel® AI Workshop Module #2: Accelerated Deep Learning with Intel®: Slides 1, 2, 3, 4

 
A Closer Look at the LRZ Linux Cluster and Compute Cloud: Linux Cluster Slides, Compute Cloud Material
High Performance Data Analytics Using R at LRZ: Slides

10/2021

 
Introduction to GNU/Linux and the Shell: see Linux and Shell Material
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 and AI Material
Introduction to the LRZ AI Infrastructure: see AI Systems 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

04/2021


Q&A - Introduction to GNU/Linux and SSH: Linux and Shell Material, 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 and AI 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 Material
    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 LRZ, Demo 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