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

PASS Data Community Summit via YouTube

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Overview

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This session surveys SQL-family options for machine learning and AI, including patterns for training, testing, and operationalizing workloads across edge devices, on-premises systems, and the cloud. It explains how to choose where each workload can run.

Syllabus

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

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PASS Data Community Summit

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