AI+ Quality Assurance™

Master AI-Driven Quality Assurance: Elevate Your Testing Efficiency, Accuracy, and Scalability

AI Testing Mastery: Gain hands-on experience with AI-powered testing tools and techniques Intelligent Automation Edge: Streamline defect detection and performance testing using intelligent automation QA Career Fast-Track: Accelerate your QA career with our comprehensive, industry-aligned exam bundle

Module 1: Introduction to Quality Assurance (QA) and AI

* 1.1 Overview of QA
* 1.2 Introduction to AI in QA
* 1.3 QA Metrics and KPIs
* 1.4 Use of Data in QA Module 2: Fundamentals of AI, ML, and Deep Learning

* 2.1 AI Fundamentals
* 2.2 Machine Learning Basics
* 2.3 Deep Learning Overview
* 2.4 Introduction to Large Language Models (LLMs) Module 3: Test Automation with AI

* 3.1 Test Automation Basics
* 3.2 AI-Driven Test Case Generation
* 3.3 Tools for AI Test Automation
* 3.4 Integration into CI/CD Pipelines Module 4: AI for Defect Prediction and Prevention

* 4.1 Defect Prediction Techniques
* 4.2 Preventive QA Practices
* 4.3 AI for Risk-Based Testing
* 4.4 Case Study: Defect Reduction with AI Module 5: NLP for QA

* 5.1 Basics of NLP
* 5.2 NLP in QA
* 5.3 LLMs for QA
* 5.4 Case Study: Using NLP for Bug Triaging Module 6: AI for Performance Testing

* 6.1 Performance Testing Basics
* 6.2 AI in Performance Testing
* 6.3 Visualization of Performance Metrics
* 6.4 Case Study: AI in Performance Testing of a Cloud App Module 7: AI in Exploratory and Security Testing

* 7.1 Exploratory Testing with AI
* 7.2 AI in Security Testing
* 7.3 Case Study: Enhancing Security Testing with AI Module 8: Continuous Testing with AI

* 8.1 Continuous Testing Overview
* 8.2 AI for Regression Testing
* 8.3 Use-Case: Risk-Based Continuous Testing Module 9: Advanced QA Techniques with AI

* 9.1 AI for Predictive Analytics in QA
* 9.2 AI for Edge Cases
* 9.3 Future Trends in AI + QA Module 10: Capstone Project
Tools you will explore

* TensorFlow
* SHAP (SHapley Additive exPlanations)
* Amazon S3
* AWS SageMaker

Online proctored exam included, with one free retake.
Exam format: 50 questions, 70% passing, 90 minutes, online proctored exam

Access to all materials and exams is provided for 365 days after delivery.

Instructor-led OR Self-paced course + Official exam + Digital badge