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AI-Powered Performance Testing

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Overview:

This course is designed for QA engineers and performance testers who want to leverage AI-driven tools to enhance performance and load testing processes. It covers the fundamentals of performance testing, AI-powered load testing with popular tools like Locust, Gatling, and Loader.io, and addresses challenges related to performance test data generation.

By the end of this course, you will be proficient in setting up performance tests, scaling loads dynamically, and analyzing test results using AI-driven insights.

What you’ll learn:

Understand the principles of AI-powered performance and load testing.
Set up and perform API load testing using Locust and Loader.io.
Automate dynamic load scaling with Locust.
Generate realistic test data using AI techniques.
Conduct high-performance load testing using Gatling.
Integrate cloud-based load testing using Loader.io.
Perform anomaly detection and report analysis.
Create performance simulation scripts for automated testing.

Course Content

Module 1: Theoretical Foundations of AI-Powered Performance Testing

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0% Complete 0/1 Steps

Theory – AI Powered Testing

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0% Complete 0/1 Steps

Theory – Performance Testing Fundamentals & Types of Performance Testing

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0% Complete 0/3 Steps

Theory – AI-Powered Load Testing with Locust

Theory – Gatling – High Performance Load Testing

Theory – Cloud-Based Load Testing with Loader.io

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0% Complete 0/1 Steps

Theory – Challenges in Performance Test Data – Realistic vs. Synthetic Data

Module 2: Hands-On Performance Testing with Locust

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0% Complete 0/4 Steps

Locust – Env Setup and Basic Test

Locust – API Load Testing

Locust – Dynamic Load Scaling

Locust – AI Way of Generating Test Data

Module 3: High-Performance Load Testing with Gatling

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0% Complete 0/2 Steps

Gatling – Performance Tests

Gatling – Simulation Script

Module 4: Cloud-Based Load Testing with Loader.io

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0% Complete 0/3 Steps

Loader.io – Setup and API Load Test

Loader.io – Report Analysis

Loader.io – Anomaly Detection

Lesson Content

0% Complete 0/1 Steps

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Training sessions have been delivered at Microsoft, Bosch, Deloitte, Michelin, IBM, Collins Aerospace, and Cognizant. We are in no way associated with or sponsored by these companies.

This educational material is independently created and offered by Bot Campus AI. It is not sponsored by,endorsed by, or affiliated with Microsoft Corporation, Amazon Technologies, Inc., Google LLC, the Python Software Foundation, or Tableau Software, LLC. The use of these terms in our course material is for descriptive purposes only and does not imply any affiliation with or endorsement by the trademark owners.