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
1:00 PM

Learning R Programming and Python Together - Data Science Primer for Everyone

Presented by: Pierre DeBois
Time: Tuesday 1:00 PM - 5:00 PM

Both R programming and Python have become workhorse languages in the field of data science. They have allowed practitioners to apply statistical frameworks to a vast array of data models. Today, new tools allow a combination of principles from both languages. How can tech professionals gain the...

Room: Salon ETrack: DataTags: Python, Data ScienceFormat: PreCompilerLevel: Introductory and overview

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

2:45 PM

Morality and AI: How do I use this power responsibly?

Presented by: Cameron Vetter
Time: Friday 2:45 PM - 3:45 PM

As artificial intelligence (AI) continues to advance, it becomes increasingly important to address the ethical implications and moral considerations surrounding its use. In this talk, we will explore the intersection of morality and AI, focusing on how individuals and organizations can wield this...

Room: NileTrack: DataTags: Machine Learning, Data ScienceFormat: General SessionLevel: Introductory and overview