This module focuses on implementing comprehensive monitoring systems specifically designed for generative AI applications. You will learn to create actionable dashboards, establish performance baselines, detect anomalies, and monitor specialized components like vector databases that are unique to AI workloads.In this lesson, you will learn how to do the following:Implement comprehensive monitoring and observability systems for generative AI applicationsMonitor and optimize vector database perfor
Gen AI Dev- Implement Monitoring Systems
Gen AI Dev- Implement Monitoring Systems
This course is part of AWS Generative AI Developer Advanced Specialization
Instructor: AWS Instructor
Access provided by Michigan State University
Gain insight into a topic and learn the fundamentals.
Advanced level
Recommended experience
1 hour to complete
Flexible schedule
Learn at your own pace
What you'll learn
Implement comprehensive monitoring and observability systems for generative AI applications
Implement call pattern tracking systems that identify usage trends and anomalies
Apply optimization techniques for FAISS indexes and approximate nearest neighbor algorithms
Details to know
Shareable certificate
Add to your LinkedIn profile
Assessments
1 assignment
Taught in English
Recently updated!
September 2026
See how employees at top companies are mastering in-demand skills
Build your subject-matter expertise
This course is part of the AWS Generative AI Developer Advanced Specialization
When you enroll in this course, you'll also be enrolled in this Specialization.
- 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
There are 5 modules in this course
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
Offered by
Why people choose Coursera for their career
Felipe M.
Learner since 2018
"To be able to take courses at my own pace and rhythm has been an amazing experience. I can learn whenever it fits my schedule and mood."
Jennifer J.
Learner since 2020
"I directly applied the concepts and skills I learned from my courses to an exciting new project at work."
Larry W.
Learner since 2021
"When I need courses on topics that my university doesn't offer, Coursera is one of the best places to go."
Chaitanya A.
"Learning isn't just about being better at your job: it's so much more than that. Coursera allows me to learn without limits."
