Course Information
Registration period
Year-round Recruitment
Course Level
Study Mode
Duration
1 Hour(s) 14 Minute(s)
Language
English
Taught by
AL ACADEMY
Rating
Course Overview
Comprehensive ISTQB AI Testing Prep: 800+ Questions and Mock Exams
As technology rapidly evolves, AI and ML are transforming the way software is designed, developed, and tested. This course is specifically tailored for professionals and enthusiasts seeking to bridge the gap between traditional testing methods and the innovative approaches required for AI-driven systems. Gain a competitive edge by mastering the tools, techniques, and methodologies essential for ensuring the quality and reliability of cutting-edge AI applications.
Gain insights into:
Fundamental Concepts of Artificial Intelligence and Machine Learning: Understand the principles that power AI systems, from supervised learning to deep neural networks.
Testing Techniques for AI Systems: Explore methods to evaluate model accuracy, detect bias, validate data, and handle the non-deterministic nature of AI.
The AI System Lifecycle: Learn the stages of AI development, including data preparation, model training, deployment, and continuous improvement, and how each phase impacts testing.
Ethical Considerations in AI Testing: Delve into topics like fairness, transparency, and accountability to ensure your testing practices align with ethical standards.
ISTQB Certification Preparation: Get exam-ready with detailed explanations, real-world examples, and scenarios that align with the ISTQB AI Testing syllabus.
This course is designed to equip you with the skills needed to navigate the unique challenges of testing AI systems. With a focus on practical knowledge and real-world applications, you'll gain the expertise to design robust test strategies and address complex testing scenarios.
Whether you're an experienced tester, a developer exploring testing, or someone passionate about AI, this course will help you stay ahead in the ever-evolving field of software testing. Achieving the ISTQB Artificial Intelligence Testing certification will not only validate your expertise but also open doors to exciting career opportunities.
Course Content
- 10 section(s)
- 12 lecture(s)
- Section 1 1 Introduction to AI
- Section 2 2 Quality Characteristics for AI-Based Systems
- Section 3 3 Machine Learning (ML)
- Section 4 4 ML - Data
- Section 5 5 ML Functional Performance Metrics
- Section 6 6 ML - Neural Networks and Testing
- Section 7 7 Testing AI-Based Systems Overview
- Section 8 8 Testing AI-Specific Quality Characteristics
- Section 9 9 Methods and Techniques for the Testing of AI-Based Systems
- Section 10 10 Test Environments for AI-Based Systems
What You’ll Learn
- Comprehensive Understanding of AI Testing: Grasp the essential principles of testing AI systems and how they differ from traditional software testing.
- Advanced Techniques: Explore methods like scenario-based testing and performance evaluation for AI models.
- Addressing Key Issues: Solve challenges such as data bias, ethical concerns, and system reliability.
- ISTQB Certification Prep: Master the syllabus and practical skills needed for the ISTQB AI Testing exam.
- Practical Skills: Test neural networks, validate outputs, and ensure AI robustness.
- Effective Test Strategies: Design test plans to ensure AI quality, safety, and performance.
Skills covered in this course
Reviews
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HHorváth Bernadett
This course had potential to be a useful CT-AI exam preparation resource, but the quality control is seriously lacking. I encountered multiple quiz questions where the correct answer according to the official Syllabus was marked as incorrect, while the hint literally stated in the first sentence that it was the right answer. After the third such case I double checked everything, and it seems that quite a few questions were simply uploaded incorrectly. It is extremely frustrating to prepare for a certification exam with a course that contains this level of inaccuracy, especially when it is a paid product. If the quizzes are not validated properly, it undermines the entire learning experience. I expected a much more reliable and professionally reviewed course.
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KKatarzyna Podgórska Podgórska Brol
Dużo pytań testowych, ale krótkie, zbyt szybkie treści kursu.
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HHappiness Udo Essien
Nice course for Exam preparation
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PPatryk Sosiński
The recordings are not linked to the quizzes. In fact, they could be just quizzes, not even divided into chapters, as the questions often require more knowledge than is provided in the official chapters. The quizzes often have an 'A' answer as the correct answer, as if the system were first displaying the correct option and then generating the next one. The recordings are rather worthless, covering basic concepts quickly, and the graphics sometimes appear to be random images.
