Testing AI based systems

An introduction in testing AI - ML based systems and upcoming additional ISO quality characteristics for AI

Testing AI based systems

Testing AI based systems udemy course free download:

An introduction in testing AI - ML based systems and upcoming additional ISO quality characteristics for AI

What you'll learn:

Learn How Testing AI-based systems

  • Recognize the status of AI now and the next developments.
  • I make and execute test cases and strategies for AI-based systems.
  • participate in developing the testing plan for an AI-based system.
  • Know that testing AI-based systems can be hard because of things like their ability to learn on their own, bias, ethics, complexity, and lack of transparency.
  • This shows the areas where testers may most effectively affect the quality of AI-based systems.

Requirements:

  • You don’t have to know anything about software testing and AI systems to take this course, but it would be helpful.

Description:

A non-technical course on testing AI based systems. Interesting for anyone who is considering using, building, or integrating AI based systems.

This course will teach you the “what’s” you need to take into consideration when building, developing, deploying, testing or just using quality AI based systems. We are going to look at:

- What is AI and what is ML

- The current state of AI

- What the quality characteristics for AI based systems are

- Challenges related to AI based systems, such as self-learning systems

- Which counter measures you can take to influence the quality

- The machine learning workflow

- Which methods and techniques you can use for testing AI based systems

- Why test automation might not be your first go-to in AI testing.

After you have completed the entire course, you will be able to create test plans, test scripts and scenarios for AI based systems. You can also identify which risks might be applicable for your particular AI project, you can monitor the Machine learning workflow process and measure the quality of data used within your project or organization. Furthermore you will be able to use the test methods and test techniques discussed in the course to actually execute tests for an AI based system.

Who this course is for:

  • Software testers with an interest in testing AI based systems
  • ML engineers with an interest in quality
  • Software developers with an interest in quality
  • Managers, Product owners, Product managers

Course Details:

  • 2.5 hours on-demand video
  • Full lifetime access
  • Access on mobile and TV
  • Certificate of completion

Testing AI based systems

An introduction in testing AI - ML based systems and upcoming additional ISO quality characteristics for AI
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Demo Link: https://www.udemy.com/course/introduction-testing-ai-based-systems/