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Artificial Intelligence on Microsoft Azure
  • Level Foundation
  • Duration 4 hours
  • Course by Microsoft
  • Offered by

About

Whether you're just beginning to work with Artificial Intelligence (AI) or you already have AI experience and are new to Microsoft Azure, this course provides you with everything you need to get started. Artificial Intelligence (AI) empowers amazing new solutions and experiences; and Microsoft Azure provides easy to use services to help you build solutions that seemed like science fiction a short time ago; enabling incredible advances in health care, financial management, environmental protection, and other areas to make a better world for everyone. In this course, you will learn the key AI concepts of machine learning, anomaly detection, computer vision, natural language processing, and conversational AI. You’ll see some of the ways that AI can be used and explore the principles of responsible AI that can help you understand some of the challenges facing developers as they try to create ethical AI solutions. This course will help you prepare for Exam AI-900: Microsoft Azure AI Fundamentals. This is the first course in a five-course program that prepares you to take the AI-900 certification exam. This course teaches you the core concepts and skills that are assessed in the AI fundamentals exam domains. This beginner course is suitable for IT personnel who are just beginning to work with Microsoft Azure and want to learn about Microsoft Azure offerings and get hands-on experience with the product. Microsoft Azure AI Fundamentals can be used to prepare for other Azure role-based certifications like Microsoft Azure Data Scientist Associate or Microsoft Azure AI Engineer Associate, but it is not a prerequisite for any of them. This course is intended for candidates with both technical and non-technical backgrounds. Data science and software engineering experience is not required; however, some general programming knowledge or experience would be beneficial. To be successful in this course, you need to have basic computer literacy and proficiency in the English language. You should be familiar with basic computing concepts and terminology, general technology concepts, including concepts of machine learning and artificial intelligence.

Modules

Artificial Intelligence Workloads

    • 5 Videos
    • 4 Readings
    • 1 Discussion
Show info about module content

1 Discussions

  • Meet and greet

5 Videos

  • Introduction to the AI Fundamentals program
  • Introduction to Artificial Intelligence on Azure course
  • Careers in AI
  • The AI-900 Certification
  • Microsoft expert interview

4 Readings

  • Exam AI-900: Skills Measured
  • Course syllabus
  • How to be successful in this course
  • Additional resources

Artificial Intelligence Workloads

    • 6 Videos
    • 4 Readings
    • 3 Plugin
    • 4 Assignment
Show info about module content

4 Assignment

  • Exercise quiz
  • Exercise quiz
  • Exercise quiz
  • Knowledge check

6 Videos

  • Lesson introduction
  • The features of machine learning
  • Anomaly Detection
  • Computer Vision
  • Natural Language Processing
  • Conversational AI

4 Readings

  • Exercise - Use Computer Vision service to analyze images​
  • Exercise - Use LUIS to control the lighting in a virtual home​
  • Exercise - Interact with a healthcare bot
  • Additional resources

Guiding Principles for Responsible AI

    • 2 Videos
    • 1 Readings
    • 1 Discussion
    • 6 Plugin
    • 2 Assignment
Show info about module content

2 Assignment

  • Knowledge check
  • Test Prep

1 Discussions

  • How can bias be built into AI solutions?​

2 Videos

  • Responsible AI
  • Weekly Summary

1 Readings

  • Exercise​ - Explore responsible AI in practice

Wrap-up

    • 1 Readings
    • 1 Discussion
Show info about module content

1 Discussions

  • Course Wrap-up - What did you learn?

1 Readings

  • What to expect next

Auto Summary

Embark on your AI journey with "Artificial Intelligence on Microsoft Azure," an engaging course designed for both beginners and those new to Azure. Led by expert instructors, delve into key AI concepts such as machine learning, computer vision, and natural language processing. Spanning 240 minutes, this foundational course prepares you for the AI-900 certification exam. Offered by Coursera with Starter and Professional subscription options, it’s perfect for IT personnel and anyone keen to explore AI’s potential in transforming industries like healthcare and finance. Basic computer literacy and programming knowledge are beneficial but not required.

Microsoft
Instructor

Microsoft