
Über den Kurs
Dear participants,
welcome to our course “Achieving AI Quality in Practice”!
We are thrilled to have you join us on exploring the use of data-driven systems with a focus on new challenges. An open mind and a curious spirit is everything you need to complete this course. The first four modules require no or not much technical background. Module 5 is a bit more technical, suited best for learners with a background in software engineering, AI and data sciene, but designed to be also useful for other roles, e.g. product owners, to learn the technical language and background in creating AI systems.
Artificial Intelligence, or AI, has become an integral part of our lives, revolutionizing industries and shaping the way we interact with technology. However, the key to unlocking its true potential lies in ensuring the quality of AI systems. In our modern world, where AI ranges from various sectors- namely from healthcare and finance to transportation and entertainment- understanding AI quality is not only something optional, but it has become an indispensable skill. By grasping the principles and techniques behind AI quality, you will position yourself as a frontrunner in the realm of sustainable innovation. This knowledge empowers you to contribute to the development of AI systems that are not only intelligent but also reliable, robust, and trustworthy.
Explore AI Quality
We will explore throughout the course three examples of real-world use of AI: Autonmous vehicles, a large language model powered insurance bot and a production setting within a greenhouse. Throughout this course, we will unravel the essential elements of AI quality, including technical, regulative and normative considerations. To explore practical techniques and industry´s best practices, we have included multiple perspectives such as those of a manager or project lead and of a operations lead, that will equip you with the knowledge and skills needed to evaluate, enhance, and ensure the quality of AI systems.
Complete course
Our online solutions are series of courses in which you gain an overview. To get started, subscribe directly to the course and review its modules and select the one you want to start with. When you subscribe to a course, you automatically subscribe to the entire modules. It’s okay if you only want to complete one module- you can pause your learning or cancel your subscription at any time. Go to your learner dashboard to track your course enrollments and progress.
Earn a certificate
Once you have completed all modules you will receive a certificate that you can share with potential employers and your professional network
Contact us
Please reach out to our team of experienced instructors if you have questions: They are passionate about sharing their expertise and guiding you on this transformative learning journey.
Start the course
So, get ready to expand your horizons, challenge your intellect, and unlock the insights of AI quality. You can start the class now, enjoy! Best, AI Quality & Testing Hub Team
Kursinhalt
Defining the scope, context and criteria of AI quality
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Introduction
03:53 -
Overview on AI Quality
04:15 -
Technical performance measures and robustness
04:35 -
Ensuring Privacy
04:09 -
Non discriminative, fair and minimization of other biases
02:57 -
Transparency and explainability
03:04 -
Safety and security
01:50 -
Accountability, auditability and liability
02:10 -
Wrap-Up
01:02 -
Defining the scope, context and criteria of AI quality