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Updated in [July 17th, 2023]
This course, AI-100: Designing and Implementing an Azure AI Solutions, provides an overview of the Microsoft Azure services designed to work together to enable rapid development of high-performance AI solutions. It covers Azure Cognitive APIs for Visual Features, Text Analytics, and the Microsoft Bot Framework. It also covers the implementation of these APIs using Python and Javascript. Additionally, the course covers topics such as analyzing solution requirements, mapping security requirements to tools, technologies, and processes, selecting the software, services, and storage required to support a solution, designing AI solutions, designing for data governance, compliance, integrity, and security, implementing an AI workflow, and integrating AI services and solution components. Finally, the course covers monitoring and evaluating the AI environment. Upon completion of this course, students will be prepared to take the Microsoft AI-100 certification exam.
Course Syllabus
Introduction
Overview of Azure Services
Module 1 : Analyze solution requirements (25-30%)
Module 2 : Design AI solutions (40-45%)
Module 3 : Implement and monitor AI solutions (25-30%)