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Automate and Analyze Jira with AI Accuracy

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Coursera

Automate and Analyze Jira with AI Accuracy

LearningMate

Instructor: LearningMate

Included with Coursera Plus

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

Recommended experience

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

Recommended experience

1 hour to complete
Flexible schedule
Learn at your own pace

What you'll learn

  • Learners will use AI to automate Jira release notes and analyze AI model outputs to improve data categorization accuracy through performance metrics.

Details to know

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Recently updated!

January 2026

Assessments

4 assignmentsÂą

AI Graded see disclaimer
Taught in English

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Build your subject-matter expertise

This course is part of the Jira Workflow Automation & Optimization Specialization
When you enroll in this course, you'll also be enrolled in this Specialization.
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  • Gain a foundational understanding of a subject or tool
  • Develop job-relevant skills with hands-on projects
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There are 2 modules in this course

This module introduces the power of AI-driven automation for routine documentation tasks. You will learn how to leverage AI tools within the Atlassian ecosystem to transform detailed, technical Jira tickets into clear, stakeholder-ready release notes. The focus is on moving from manual, time-consuming writing to a fast, AI-assisted workflow, while learning the crucial skill of human oversight to ensure final accuracy.

What's included

1 video2 readings2 assignments

In this module, you will learn that you cannot improve what you do not measure. You will shift from using AI to analyzing its performance. You will learn how to calculate precision to validate AI-driven categorization in Jira, identify common error patterns, and use prompt engineering to iteratively improve the model's accuracy, ensuring your automated workflows are not only fast but also trustworthy.

What's included

1 video3 readings2 assignments

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LearningMate
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108 Courses2,069 learners

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