In this workshop we explore some of the available quantum algorithms designed for data analysis. Specifically, our focus will be in hybrid quantum machine learning, a paradigm integrating classical machine learning models with quantum algorithms. We will also examine techniques for integrating quantum models into pre-existing machine learning workflows, using transfer learning as an example....
Walter Riviera
AI Center of Excellence — EMEA
Session 1: Hardware
For IT/AI Engineers, hardware specialists and technical decision-makers.
AMX on Xeon:
- AI features
- Performance
GPUs:
- Introduction to 140/170
- PVC performance
Habana:
- Introduction to devices
- Performance
Q&A
Refreshment break
Session 2: Software
For Data Scientists, AI Engineers, and Technical Decision-makers.
AI software optimizations:
- Modin, Pandas, and Tensorflow & Pytorch extensions
- Demos
LLM and Generative AI:
- Product introduction
- Demo
- Engagement model (costs/procedure)
AI Career development
For AI enthusiasts and students.
Walk-through on how to develop a career in AI.
