Class Central is learner-supported. When you buy through links on our site, we may earn an affiliate commission.

YouTube

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

PASS Data Community Summit via YouTube

Overview

This course covers the options available within the SQL Family for Machine Learning and Artificial Intelligence, including training, testing, and operationalizing from Edge devices to on-premises and cloud offerings. Students will learn about the different options for each type of workload and how to determine the suitable environment for running each workload. The course teaches skills such as utilizing Microsoft Azure Cognitive Services, Microsoft Azure Synapse, Microsoft Azure Machine Learning, SQL Server Machine Learning Services, and various design patterns for integrating databases with AI. The teaching method involves a session recording from PASS Summit 2020. The course is intended for individuals interested in leveraging SQL Server for machine learning and AI applications.

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

Taught by

PASS Data Community Summit

Reviews

Start your review of Machine Learning with SQL Server - From the Edge to the Cloud

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.

Someone learning on their laptop while sitting on the floor.