Machine Learning with SQL Server - From the Edge to the Cloud

Explore the SQL Family's Machine Learning and Artificial Intelligence options in this 56-minute conference talk from PASS Data Community Summit. Learn about training, testing, and operationalizing ML and AI workloads across edge devices, on-premises systems, and cloud platforms. Gain insights into decision-making processes for workload placement and discover various design patterns, including Database as Source, Database Call to Pre-Built AI, In-Database Train and Score, and Hybrid approaches. Delve into Microsoft Azure Cognitive Services, Azure Synapse, Azure Machine Learning, and SQL Server Machine Learning Services to enhance your understanding of ML and AI capabilities within the SQL ecosystem.

Intro
Tech Spotlight: Microsoft Azure Cognitive Services
Microsoft Azure Synapse
Microsoft Azure Machine Learning
SQL Server Machine Learning Services
Design Pattern: Database As Source
Design Pattern: Database Call to Pre-Built AI
Design Pattern: In-Database Train and Score
Design Pattern: Hybrid