AI in Practice

Arie van Deursen, Bram van Ginneken, Marleen Huysman, Floris Bex, Sennay Ghebreab, Marcel Worring, Frank van Harmelen, Maarten de Rijke, and Luis Miranda da Cruz

Start by recognizing AI’s multiple benefits and implications and end by making a plan for its application.

Start by recognizing AI’s multiple benefits and implications and end by making a plan for its application.

Artificial Intelligence (AI) is like electricity must have been 140 years ago. We may not yet be able to properly imagine how it will affect our lives, but organizations need to start thinking about how AI can be applied to and improve everyday practice.

We can’t just leave this to the coding elite either. This program is therefore not about difficult algorithms and complex programming. Rather, it is for anyone, regardless of their professional background or job role, who is interested in learning how to prepare for and apply AI in their own situation, for instance:

AI innovative solutions, such as the use of machine learning, deep learning, computational argumentation, diagnostic image analysis, reinforcement learning, natural language processing, robotics and data analytics, can help you and your company solve specific problems, drive efficiency and improve performance and decision-making.

This two-course program provides a wide range of cases and examples of current AI applications in various organizations. It presents ideas and case studies for actual situations based on state-of-the-art AI research, and provides practical tools for integrating AI into your own organization.

This program has been developed by Delft University of Technology and the Innovation Center for Artificial Intelligence Academy (ICAI) in the Netherlands. ICAI is a national initiative involving industry, universities and government in the area of AI research and applications. Case studies presented include contributions from top Dutch universities, public institutions and AI experts from companies such as ING, Ahold Delhaize, Elsevier, KPN and Thirona.

What you'll learn

Describe the benefits of implementing AI in organizations, in terms of context, problems, research approach and results.
Identify the implications of implementing AI in terms of improvement strategies for organizations in industry, academia and education.
Understand the aspects of AI compliance and ethics and their significance for your own organization.
Create a plan for the application of AI in your own organization.

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What's inside

Two courses

AI in Practice: Applying AI

(20 hours)

This course is not about difficult algorithms and complex programming. It is a course for anyone interested in learning how to integrate AI into their own organization. To understand how current Artificial Intelligence applications can be successfully integrated in organizations, we look at different examples. These include challenges of implementation, lifecycle aspects, as well as the maintenance and management of AI applications.

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AI in Practice: Preparing for AI

(20 hours)

This course explores the benefits and implications of AI in practical settings, using examples from public and private organizations. It covers the value of AI in handling large data, improving processes, and enhancing communication. The course also addresses compliance and ethical considerations, preparing learners to integrate AI effectively in their organizations.

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