Enroll Course: https://www.udemy.com/course/introduction-to-testing-ai-models-llms-and-chatbots/
The ‘Masterclass Testing Machine Learning (AI) Models’ course on Coursera offers a thorough exploration of the essential techniques and methodologies needed to test and evaluate advanced AI systems. Designed for developers, data scientists, and AI enthusiasts, this course emphasizes the importance of ethical considerations, reliability, and safety in AI deployment. Throughout the course, learners delve into various testing methodologies such as unit, integration, and system testing, with a special focus on large language models (LLMs), foundation models, and chatbots. The curriculum includes practical insights into data folding techniques to improve model generalization, real-world case studies, and benchmarking against standard datasets like BLUE and HellaSWAG. A notable feature is the hands-on approach, including testing chatbots like ChatGPT via APIs and integrating testing processes into MLOps pipelines. Ethical AI testing and adversarial robustness are also covered, preparing learners to address real-world challenges. The course’s engaging video lectures, practical assignments, quizzes, and access to a community forum make it accessible and interactive. Whether you’re starting your AI journey or looking to deepen your testing expertise, this course is a valuable resource for ensuring AI systems are safe, reliable, and ethically sound. I highly recommend this course for anyone serious about mastering AI testing techniques to contribute effectively to the development of trustworthy AI technologies.
Enroll Course: https://www.udemy.com/course/introduction-to-testing-ai-models-llms-and-chatbots/