Microsoft

Automation, Advanced Testing, and AI

Microsoft

Automation, Advanced Testing, and AI

 Microsoft

Instructor: Microsoft

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Gain insight into a topic and learn the fundamentals.
Beginner level

Recommended experience

1 week to complete
at 10 hours a week
Flexible schedule
Learn at your own pace
Gain insight into a topic and learn the fundamentals.
Beginner level

Recommended experience

1 week to complete
at 10 hours a week
Flexible schedule
Learn at your own pace

What you'll learn

  • Write automated Playwright scripts and execute basic SQL queries for data validation.

  • Design basic performance load profiles.

  • Generate test cases and fake or synthetic test data using Generative AI prompts.

  • Utilize AI models to detect defect hot-spots and automate release note creation.

Details to know

Shareable certificate

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Assessments

17 assignments¹

AI Graded see disclaimer
Taught in English

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Build your Software Development expertise

This course is part of the Microsoft Junior QA/Software Tester Professional Certificate
When you enroll in this course, you'll also be enrolled in this Professional Certificate.
  • Learn new concepts from industry experts
  • Gain a foundational understanding of a subject or tool
  • Develop job-relevant skills with hands-on projects
  • Earn a shareable career certificate from Microsoft

There are 11 modules in this course

Automation is not a magic bullet. Learn the strategic boundaries of test automation, why you cannot automate 100% of a test suite, and how to identify the best candidates for automation in your backlog.

What's included

1 video1 reading2 assignments

Get hands-on with Microsoft Playwright. You will use the Codegen feature to record your browser actions like a macro, allowing Playwright to write the JavaScript for you. Then, you will review the generated code in VS Code to understand how it works.

What's included

2 videos2 assignments1 ungraded lab

Recorded macros are a great start, but they are brittle. Learn how to manually write and refine Playwright scripts using robust CSS and text locators to automate a core "happy path" user journey.

What's included

3 videos1 assignment1 ungraded lab

Code only matters if you can share it. Instead of memorizing complex terminal commands, you will learn how to use the intuitive VS Code Source Control GUI to visually branch, stage, commit, and push your automated test to GitHub, culminating in a Pull Request linked to Jira.

What's included

2 videos2 readings2 assignments

UI tests can lie; the database doesn't. Learn the foundational SQL commands every tester needs to query databases, verify backend data exchanges, and ensure the UI is telling the truth.

What's included

2 videos1 reading1 assignment1 ungraded lab

Automated tests run while you sleep. Learn how to act as the "Morning Triage" QA, reviewing failed CI/CD pipelines in GitHub Actions, reading test runner logs, and turning stack traces into actionable bugs in Jira.

What's included

1 video3 readings2 assignments

APIs are the nervous system of modern software. Learn how to bypass the UI entirely using Postman to send direct HTTP requests to an API, validate status codes, construct Collections, and analyze JSON payload responses.

What's included

2 videos1 reading1 assignment1 ungraded lab

What happens when 50 people log in at exactly the same time? Learn the principles of load testing, build a Thread Group in Apache JMeter to simulate heavy user traffic, and log execution results in Zephyr.

What's included

2 videos2 readings2 assignments1 ungraded lab

Codebases have memory. Learn how to feed historical defect logs into an AI model to detect patterns, highlight "hotspots" of high-risk code, and predict where your testing efforts should be focused in the next sprint.

What's included

2 videos2 readings1 assignment

A common struggle for Junior QAs is explaining technical failures to non-technical Project Managers. Learn how to prompt Microsoft Copilot to instantly translate raw Jira bug tickets and confusing test run logs into clean, readable "End-of-Day Status Updates."

What's included

2 videos1 reading2 assignments

Synthesize your technical engineering skills in a capstone automation simulation. You will write a SQL query to check data state, author a Playwright script to automate a UI workflow, visually commit your code via the VS Code GUI to GitHub, link it to a Jira ticket, and finally use Generative AI to analyze messy GitHub Actions test logs and author a clean End-of-Day status update.

What's included

1 video2 readings1 assignment1 ungraded lab

Earn a career certificate

Add this credential to your LinkedIn profile, resume, or CV. Share it on social media and in your performance review.

Instructor

 Microsoft
411 Courses2,749,315 learners

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¹ Some assignments in this course are AI-graded. For these assignments, your data will be used in accordance with Coursera's Privacy Notice.