Developing Microsoft Azure AI Solutions

5 courses
11 hours
Skill IQ

Microsoft Azure offers a robust and powerful AI platform. This path teaches you how to implement an AI solution inside of Microsoft Azure.

The end-to-end AI pipeline is addressed in this path - from data sourcing, ingestion, transformation, modeling, and deployment.

Courses in this path

Beginner

In this section, you will learn to implement an end-to-end AI pipeline in Microsoft Azure.

Microsoft Azure AI Engineer: Developing ML Pipelines in Microsoft Azure

by Tim Warner
2h 31m
(34)

Intermediate

This section teaches you build and deploy AI models and search solutions in Microsoft Azure.

Implementing a Microsoft Azure Cognitive Search Solution

by Sahil Malik
1h 30m
(47)

Developing AI Models in Microsoft Azure

by Sahil Malik
1h 31m
(33)

Advanced

In this section, you will fold IoT and Bot interfaces into your AI solution, using Microsoft Azure services.

Developing Microsoft Azure Intelligent Edge Solutions

by Jared Rhodes
2h 47m
(21)

Implementing a Microsoft Azure AI Bot Framework Solution

by Brian Harrison
2h 26m
(24)

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What you will learn:

Define the stages of an AI pipeline inside of Microsoft Azure
Develop AI models and publish them as consumable endpoints
Build search solutions on Microsoft Azure
Develop solutions that leverage the AI Bot Framework to interact with users, and Intelligent Edge to collect data from the Internet of Things

Experience

This skill path is intended for learners with experience designing AI solutions, but who are novice with regards to developing them against Microsoft Azure. Prior knowledge of machine learning principles, the data science workflow, and Microsoft Azure is expected.

Learn with the best

Tim Warner

Timothy Warner is a Microsoft Most Valuable Professional (MVP) in Cloud and Datacenter Management who is based in Nashville, TN. His professional specialties include Microsoft Azure, cross-platform PowerShell, and all things Windows Server-related. You can reach Tim via Twitter (@TechTrainerTim), LinkedIn or his blog, AzureDepot.com.

Sahil Malik

Sahil Malik, the founder and principal of Winsmarts.com, has been a Microsoft MVP and INETA Speaker for the past 8 years, author and reviewer of many books and numerous articles in both the .NET and SharePoint space, consultant and trainer who delivers training and talks at conferences internationally. Sahil has trained for the best names in the Microsoft technology space, and has architected and delivered SharePoint based solutions for extremely high profile clients. Sahil has been deeply invol... more

Jared Rhodes

Jared Rhodes has been working in technology for about 10 years. When he started his education, he didn't consider any of the aspects of software development. For his major, he studied physics. Once he graduated, the job market thought his skills were geared towards software development more than physics. His career started at a solar power installer. It was the same as most careers, fixing web pages and batch jobs. After that, he moved into insurance for a year writing a rating engine to give ra... more

Brian Harrison

Brian has been working in the Cloud space for more than a decade as both a Cloud Architect and Cloud Engineer. He has experience building Application Development, Infrastructure, and AI-based architectures using many different OSS and Non-OSS based technologies. In addition to his work at Pluralsight, he is always trying to educate customers about how to get started in the cloud with his many blogs and videos. He is currently working as a Cloud Solution Architect for Microsoft designing solution... more

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Developing Microsoft Azure AI Solutions