AI solutions in Microsoft Azure consist of a number of independent resources and services working together holistically to produce a complex solution. In this course, Microsoft Azure AI Engineer: Deploying AI Solutions in Microsoft Azure, you’ll gain an understanding of the nature of AI solutions in order to be able to recommend the right services and configuration options which will enable the work of data scientists and ensure that business investment in AI is both fit-for-purpose and well maintained. First, you’ll look at the core nature of AI solutions and how these are represented by solution architectures in Microsoft Azure. Then, you’ll work on the different scenarios to provide the computing services which data scientists need to build, train, and deploy AI models, including understanding the operational frameworks of monitoring, security, and zero-trust architecture. Finally, you’ll bring everything together by deploying an AI model in a container-based solution using IoT Edge. By the end of this course, you’ll have a thorough understanding of how AI solutions in Microsoft Azure are put together, and how you, as an AI Engineer, can influence the architecture, configuration, and deployment of these solutions to support a wide range of business and technical outcomes.
Author Name: James Bannan
Author Description:
James Bannan is a consultant based in Melbourne, Australia. He has worked in the IT industry for over 18 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 … more

Table of Contents

• Course Overview
  2mins
• Deploying Azure AI Solutions
  26mins
• Understanding Continuous Monitoring
  33mins
• Deploying Container Environments
  30mins
• Deploying IoT Devices
  22mins
• Managing Security for AI Solutions
  25mins