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via Udemy |
Go to Course: https://www.udemy.com/course/istqb-ai-testing-certification/
This ISTQB Certified Tester AI Testing course is a complete training program designed to help professionals effectively understand, test, and certify their expertise in AI-based systems. Aligned closely with the official ISTQB syllabus, this course provides a structured and comprehensive approach covering AI fundamentals, machine learning concepts, quality characteristics, and advanced AI testing methodologies.Course Highlights:Chapter-wise quizzes to reinforce key learning objectives.Practical exercises and scenario-based questions to apply concepts effectively.A comprehensive mock exam simulating the ISTQB AI Testing certification experience.Proven tips and guidance on enhancing your professional profile and career opportunities post-certification.Course Outline:Chapter 1: Introduction to AI - Understand AI concepts, types, and practical applications.Chapter 2: Quality Characteristics for AI-Based Systems - Explore AI-specific attributes like transparency, fairness, robustness, and ethics.Chapter 3: Machine Learning (ML) Overview - Master ML fundamentals including supervised and unsupervised learning.Chapter 4: ML Data - Delve into data preprocessing, feature engineering, dataset management, and quality assurance.Chapter 5: ML Functional Performance Metrics - Learn key evaluation metrics to measure model effectiveness.Chapter 6: ML Neural Networks and Testing - Gain insights into deep learning principles, neural network structures, and relevant testing techniques.Chapter 7: Testing AI-Based Systems Overview - Understand unique challenges and strategies in testing AI applications.Chapter 8: Testing AI-Specific Quality Characteristics - Special focus on explainability, interpretability, bias identification, and safety testing.Chapter 9: Methods and Techniques for AI Testing - Explore proven testing strategies including pairwise, exploratory, and white-box testing.Chapter 10: Test Environments for AI-Based Systems - Discover the automation tools and environments suitable for testing complex AI systems.Chapter 11: Using AI for Testing - Leverage AI technologies to enhance traditional software testing practices.Tips on enhancing your profile post certificationThis course is ideal for QA professionals, software testers, test managers, developers transitioning into AI testing, and AI practitioners aiming for ISTQB AI Testing certification. Enroll now and accelerate your career with expert knowledge, practical insights, and certification-focused preparation.