2024-03-07 AI Training Series - Introductory AI Workshop by Intel (hdta7w23)

Online CourseAI Training Series - Introductory AI Workshop by Intel
Numberhdta7w23
Available places60
Date07.03.2024 – 07.03.2024
PriceEUR 0.00
LocationONLINE
Room
Registration deadline03.03.2024 23:59
E-maileducation@lrz.de


ATTENTION: Due to low demand of on-site participation this course will be organised as a pure online event!

This course is part of the "LRZ AI Training Series", a series of courses aiming at the needs and expectations of data analytics, big data & AI users at LRZ. While focusing on these particular users and their use cases, this session as well as all other courses offered as part of the AI Training Series are, of course, open to all interested parties.

Contents

Accelerated Machine Learning with Intel (Morning Sessions)

  • Introduction
  • Welcome & presentation of the day's agenda and speakers.
  • Hardware acceleration for AI and Intel® oneAPI AI Analytics Toolkit
    In this session, we will first introduce the hardware features that power and accelerate AI on Intel hardware.
    We will then take a first look at the software stack that leverages them, namely the Intel® oneAPI AI Analytics Toolkit.
  • Intel Developer Cloud (IDC) - A sandbox for AI & Software development
    Intel Developer Cloud is a development environment that gives access to cutting-edge Intel hardware and software innovations to build and test AI, machine learning, HPC, and security applications for cloud, enterprise, client, and edge deployments. Learn about Intel's advanced CPUs, GPUs, and accelerators, along with open software tools, to optimize your AI products and solutions. Discovery session with vouchers for all participants.
  • How to accelerate Classical Machine Learning on Intel Architecture
    In this session, we will cover Intel-optimized libraries for Machine Learning. Python* is currently ranked the most popular programming language and is widely used for Data Science and Machine Learning. We will first introduce the Intel® distribution for Python and its optimizations. We will then cover optimizations for ML Python packages such as Modin, Intel® Extension for Scikit-learn, and XGBoost.

Accelerated Deep Learning with Intel (Afternoon Sessions)

  • Generative AI Powered by Intel
    In this session, we present to you the most recent advancements in Generative AI, covering Large Language Models and Diffusion Models. We will explore how Intel plays a crucial role in powering this technology, from training and fine-tuning to inference across a spectrum of Intel hardware platforms.
  • Easily speed up Deep Learning inference – Write once deploy anywhere!
    In this session, we will showcase the Intel® Distribution of OpenVINO™ Toolkit that allows you to optimize for high-performance inference models that you trained with TensorFlow* or with PyTorch*. We will demonstrate how to use it to write once and deploy on multiple Intel hardware.

The presentations will be accompanied by demos to demonstrate the performance improvements.
The course is organised by LRZ in cooperation with Intel.

Prerequisites

  • Basic knowledge of Python
  • AI Training Series: Orientation Session (or comparable previous knowledge)

Hands-On

tbd.

Language

English

Lecturers

Sneha Chattopadhay, Dr. Séverine Habert, Vladimir Kilyazov (all Intel)

Prices and Eligibility

The course is open and free of charge for academic participants from Germany.

Registration

Please register with your official e-mail address to prove your affiliation.

Withdrawal Policy

See Withdrawal

Legal Notices

For registration for LRZ courses and workshops we use the service edoobox from Etzensperger Informatik AG (www.edoobox.com). Etzensperger Informatik AG acts as processor and we have concluded a Data Processing Agreement with them.

See Legal Notices


No.DateTimeLeaderLocationRoomDescription
107.03.202410:00 – 16:00Johannes Albert-von der Gönna
LRZ Events
Intel Lecturers
ONLINE
Lecture