Tuesday

8:00 AM

Build your own AI sidekick with Azure AI, Semantic Kernel, and .NET 8

Presented by: Matt Eland, Samuel Gomez
Time: Tuesday 8:00 AM - 12:00 PM

Are you a budding super hero or super villain* but you feel like you're lacking that AI companion to help you reach that next level? Have you ever wanted to see what AI can do to help your daily life? Do you have an interesting application that would just be so much better with a little artificial...

Room: CypressTrack: DataTags: C#, Cloud, Data ScienceFormat: PreCompilerLevel: Intermediate

Wednesday

No Sessions

Thursday

8:00 AM

How to Ground LLM's to minimize hallucinations

Presented by: Cameron Vetter
Time: Thursday 8:00 AM - 9:00 AM

Language models have made significant advancements in recent years, with models like GPT-3 and GPT-4 showcasing impressive capabilities. However, one persistent challenge that arises with these models is the occurrence of hallucinations—instances where the model generates plausible-sounding but...

Room: Salon ETrack: DataTags: Python, Machine Learning, Data ScienceFormat: General SessionLevel: Intermediate
10:30 AM

Effective Observability for MLOps Pipelines at Scale

Presented by: Shivay Lamba
Time: Thursday 10:30 AM - 11:30 AM

As the world embraces AI and adopts machine learning, many companies and moving towards using models like the LLMs. Deployment and monitoring such large models are extremely important. As traditional DevOps Engineers, you might not be exposed to working with machine learning systems. This is where...

Room: Salon DTrack: DataTags: Cloud, DevOps, Machine Learning, Data Science, ObservabilityFormat: General SessionLevel: Intermediate
11:45 AM

GPT Embeddings - Not Magic, Just Math

Presented by: Barry Stahl
Time: Thursday 11:45 AM - 12:45 PM

Embeddings may be the least understood yet most valuable tool to come out of the world of Large Language Models. In this presentation, we will unravel the mystery of embeddings, emphasizing their mathematical foundations and practical applications. We'll start by discussing what embeddings are,...

Room: Salon BTrack: DataTags: C#, Machine Learning, Data ScienceFormat: General SessionLevel: Intermediate

Friday

No Sessions