All courses
Resource hub
Featured resource
Tech Upskilling Playbook 2025
Tech Upskilling Playbook

Build future-ready tech teams and hit key business milestones with seven proven plays from industry leaders.

Learn more
Hamburger Icon
  • Certification Path
    • Libraries: This path is only available in the libraries listed. To access this path, purchase a license for the corresponding library.
  • AI
  • Cloud
  • Data
    •

Microsoft Azure AI Engineer (AI-100)

14 Courses
27 Hours
Practice exam

Microsoft Azure offers a spread of services designed to work together to enable rapid development of high-performance AI solutions. This skill teaches how these Azure services work together to enable you to design, implement, operationalize, monitor, optimize, and secure your AI solutions on Microsoft Azure. This path is designed to address the Microsoft AI-100 certification exam.

Get started

Content in this path

Designing AI Solutions on Microsoft Azure

This section of the path introduces the relevant services of Microsoft Azure that apply to AI solution design, implementation, and management. In particular, specific attention is given to services that impact how machine learning, security, and Internet-of-Things are addressed in your Azure-enabled AI solution.

Course

Choosing the Appropriate Microsoft Azure Services and Features

  • by James Bannan
  • 2h
  • Dec 19, 2019
Course

Identifying Security Requirements of an AI Solution

  • by Brian Harrison
  • 1h 29m
  • Dec 12, 2019
Course

Designing Machine Learning Solutions on Microsoft Azure

  • by David Tucker
  • 1h 42m
  • Aug 10, 2020
Course

Designing an Intelligent Edge in Microsoft Azure

  • by Jared Rhodes
  • 2h 30m
  • Apr 03, 2020

Developing AI Solutions on MIcrosoft Azure

With the design factors in place, this section of the skill addresses the implementation of the solution design. Specific attention is given to the building of machine learning models, chatbot user experiences, search solutions, and intelligent edge device networks.

Course

Microsoft Azure AI Engineer: Developing ML Pipelines in Microsoft Azure

  • by Tim Warner
  • 2h 31m
  • Dec 10, 2019
Course

Developing AI Models in Microsoft Azure

  • by Sahil Malik
  • 1h 31m
  • Jun 04, 2019
Course

Implementing a Microsoft Azure AI Bot Framework Solution

  • by Brian Harrison
  • 2h 26m
  • May 21, 2020
Course

Developing Microsoft Azure Intelligent Edge Solutions

  • by Jared Rhodes
  • 2h 47m
  • Sep 23, 2019
Course

Implementing a Microsoft Azure Cognitive Search Solution

  • by Sahil Malik
  • 1h 30m
  • Aug 03, 2020

Operationalizing AI Solutions on Microsoft Azure

With an AI solution implemented, this section of the skill turns to AI operations on Microsoft Azure. Deployment, management, and security of the solution are addressed, as well as monitoring and optimization.

Course

Microsoft Azure AI Engineer: Deploying AI Solutions in Microsoft Azure

  • by James Bannan
  • 2h 21m
  • Dec 13, 2019
Course

Using Microsoft Azure Security Tools to Protect AI Solutions

  • by Sahil Malik
  • 1h 54m
  • May 27, 2020
Course

Operationalizing Microsoft Azure AI Solutions

  • by Dayo Bamikole
  • 44m
  • Sep 09, 2020
Course

Managing Microsoft Azure AI Solutions

  • by Sahil Malik
  • 1h 39m
  • May 27, 2020
Course

Optimizing Microsoft Azure AI Solutions

  • by Ranjan Relan
  • 1h 27m
  • Sep 14, 2020
Try this learning path for free
Access this learning path and other top-rated tech content with a free trial.
Free individual trial Free team trial
Have questions? Get them answered now.
Start a live chat
Certification path

Build confidence to ace your certification exam with a variety of prep tools, including video courses, labs, and practice exams.

What You'll Learn
  • Ingest, transform, and prepare data for AI solutions
  • Design and implement end-to-end AI solutions on Microsoft Azure
  • Monitor and optimize AI solutions deployed on Microsoft Azure
  • Secure AI solutions on Microsoft Azure
Prerequisites
  • This path is intended for learners who are familiar with common AI workflows and concepts, but who do not have experience applying these concepts using Microsoft Azure services.
Related topics
  • Microsoft Azure
  • Machine Learning
  • Data Science
  • Data Operations
  • DevOps Principles
Prepare for in-demand tech certifications Explore practice exams

Learn with the best

James Bannan
James Bannan
James Bannan is a consultant based in Melbourne, Australia. He has worked in the IT industry for over 25 years and has worked in a variety of roles, from helpdesk to systems administration and now as a consultant. He is a published author, having written many articles for both print and online publications as well as a book on System Center Configuration Manager. James is an experienced public speaker and was awarded the Most Valuable Professional (MVP) award from Microsoft for eight years in a ...
Brian Harrison
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...
David Tucker
David Tucker
David is a Webby Award winning cloud development consultant that focuses on cloud native web, mobile, and IoT applications. For over fifteen years as a consultant David has led custom software development on emerging platforms for companies such as FedEx, AT&T, Sony Music, Intel, Comcast, Herman Miller, Principal Financial, and Adobe (as well as many others). David regularly writes and speaks on the digital landscape with published works for O'Reilly and Lynda.com. He has written for Mashable,...
Jared Rhodes
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...
Tim Warner
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
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...
Dayo Bamikole
Dayo Bamikole
Dayo is a Technology Specialist with expertise in Cloud Data Solutions, Artificial intelligence, and Web Development. Dayo has traveled around the United States delivering workshops on technical services in the workplace, in over 35 states, as well as Europe. The audience for these workshops varies from Database Administrators to Software Developers. Ifedayo holds several certifications in Azure, such as: Azure Data Engineer, Azure Data Scientist, Azure AI Engineer, Google Cloud Fundamentals and...
Ranjan Relan
Ranjan Relan
Ranjan Relan is a Founder/CEOof GenAI Platform (a multi Agent company)- AgentAnalytics.com . He previously worked as AI, Data and Tech Strategy Consultant with more than 18+ years of experience in the field of Analytics which includes working on Machine Learning, Big data and Data ware housing projects. He has helped clients across Hi Tech, Telecom and Pharma domain in developing data strategy, cloud adoption strategy, analytics strategy ,solution architecture.

Join our learners and upskill
in leading technologies