Visualize and Alert AI Performance KPIs is an intermediate course designed for data analysts, ML engineers, and product managers responsible for the operational health of AI systems. In the world of AI, a model's success is not just its accuracy—it is its cost, latency, and real-world impact. This course teaches you how to translate complex performance data into clear, actionable insights for any stakeholder.
Visualize and Alert AI Performance KPIs
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Visualize and Alert AI Performance KPIs
This course is part of Agentic AI Performance & Reliability Specialization
Instructor: LearningMate
Included with
Gain insight into a topic and learn the fundamentals.
Intermediate level
Recommended experience
2 hours to complete
Flexible schedule
Learn at your own pace
What you'll learn
Design dashboards and automated alerts, translating complex AI performance data into clear, actionable insights for stakeholders.
Skills you'll gain
Details to know
Shareable certificate
Add to your LinkedIn profile
Recently updated!
December 2025
Taught in English
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This course is part of the Agentic AI Performance & Reliability Specialization
When you enroll in this course, you'll also be enrolled in this Specialization.
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There are 2 modules in this course
This module focuses on transforming complex AI performance data into clear, actionable insights. Learners will learn to critically evaluate visualization choices, applying data storytelling principles to refine cluttered charts into compelling narratives for both technical and non-technical stakeholders. By mastering these skills, learners will be able to design visuals that reduce cognitive load and drive informed decision-making.
What's included
2 videos2 readings1 assignment1 ungraded lab
This module focuses on building automated monitoring systems that protect an organization from budget overruns and performance degradation. Learners will practice defining critical KPIs, setting precise thresholds for AI cost and operational metrics, and configuring automated alerts in business intelligence tools. This module equips learners to create a proactive defense for their AI systems, reducing detection time for failures and safeguarding operational integrity.
What's included
2 videos2 readings3 assignments
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Frequently asked questions
To access the course materials, assignments and to earn a Certificate, you will need to purchase the Certificate experience when you enroll in a course. You can try a Free Trial instead, or apply for Financial Aid. The course may offer 'Full Course, No Certificate' instead. This option lets you see all course materials, submit required assessments, and get a final grade. This also means that you will not be able to purchase a Certificate experience.
When you enroll in the course, you get access to all of the courses in the Specialization, and you earn a certificate when you complete the work. Your electronic Certificate will be added to your Accomplishments page - from there, you can print your Certificate or add it to your LinkedIn profile.
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