Name: ML Model Insights and Observability at the Edge
Start: 2024-01-09T13:00:00-08:00
End: 2024-01-09T14:00:00-08:00

**About this session:**
Learn how to get instant data insights and drift detection alerts from pipelines deployed at edge locations without any operational overhead. See how you to create aggregated drift detection assays on inputs and outputs for the pipelines deployed in an ML operations center & all the edge deployments

**Why should I attend?**
You will leave this session with a comprehensive understanding about how to observe ML models deployed at the edge for data drift and take corrective action for under performing models.

**Resources:**
Try this Computer Vision model and other common AI use cases using the [Wallaroo.AI Azure Inference Server Freemium Offer on Azure Marketplace](https://portal.azure.com) and also try the [Free Wallaroo.AI Community Edition](https://portal.wallaroo.community/)

Microsoft Reactor

Microsoft Reactor Redmond

Watch past Microsoft Reactor events on-demand anytime

Microsoft Reactor YouTube

Microsoft Learn AI Hub

Microsoft Copilot Hub

Microsoft Reactor LinkedIn

Technology

Software Development

New Technology

Cloud Computing

Geeks & Nerds

Technology Startups

Startup Businesses

Computer Programming

Entrepreneurship

Artificial Intelligence

**John Hansarick** is the Senior Technical Writer for Wallaroo.AI. His 29 year in the tech industry includes software developer, project manager, janitor, and network administrator. Working with companies from a variety of industries, he focuses on helping organizations understand how to use IT and machine learning models to solve problems. He is known to his coworkers for furthering the company's knowledge base, problem solving skills, and culinary creations.

**Martin Bald** has over two decades in the tech industry working with Microsoft. He has enjoyed roles in all areas of business from pre-sales tech, partner development, partner marketing, IT Pro evangelism, and developer relations across pro dev to student. In his role with the developer community he has led many programs and projects involving meetups, webinars, workshops, hackathons, customer POCs in the IoT, AI and ML space across a variety of industries.

John Hansarick & Martin Bald