Learn more about our new CAS Business Analytics and Artificial Intelligence, CAS Data-driven Business Models and Training Data Science for managers
The CAS Business Analytics and Artificial Intelligence offers a profound overview of data driven methods without relying on technical prerequisites, statistical notation or coding software and tools. The aim is to provide executive students with a thorough understanding of modern methods, that are about to shape the (business) world. By democratizing quantitative methods, experienced practitioners and academics teach you state of-the-art methods in data analytics, artificial intelligence, simulations, and impact evaluation in a hands-on manner. Numerous practical examples illustrate the relevance of the methods taught.
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The CAS Data-driven Business Models e offers a profound overview of data driven methods without relying on technical prerequisites, statistical notation or coding software and tools. The aim is to provide managers on the one hand with a thorough understanding of modern tools and methods, that are about to shape the (business) world (modules 1-4). On the other hand this programme covers conceptual background knowledge on how to identify and implement new data driven business models (modules 5-7). The CAS Programme will be taught by top practitioners and academics.
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Our Training Data Science for managers provides a non-technical introduction into the most relevant aspects of artificial intelligence and business analytics. By a combination of lecturettes, case studies, exercises and interactive discussions participants learn how to analyse and interpret data. We will rely on easy-to-use tools to analyse data, that is, we do not expect participants to be able to program or to code. The aim is to provide executive students with a quick but thorough understanding of modern methods, that are about to shape the (business) world. The target group of this executive training are professionals that want to learn about potential applications of AI and that want to improve their decision making skills. Participants receive at the end of this training a course certificate of participation.
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What you can expect:
– to understand modern statistics and predictions for effective decision-making
– to be enabled to effectively communicate with data scientists within your own organization
– to be enabled to identify opportunities for new data-driven business models
– to learn how to apply statistical concepts with easy-to-use tools
Modules for the CAS Business Analytics and Artificial Intelligence:
01 – Introduction to Business Analytics and AI for managers
02 – Data analytics and machine learning for managers
03 – Impact evaluation for managers
04 – Deep learning for managers
05 Privacy compliant data analytics
06 Machine Learning within an organization
07 Using Monte Carlo Simulations for enhanced decision-making
Modules for the CAS Data-driven Business Models
01 – Introduction to Business Analytics and AI for managers
02 – Data analytics and machine learning for managers
03 – Impact evaluation for managers
04 – Using Monte Carlo Simulations for enhanced decision-making
05 – Digital (R)revolution
06 – IT-enabled Business Model Innovation
Plus one of the optional modules Big Data & Interactive Systems or Managing Technochange
Modules for the Training Data Science for managers
01 – Introduction to Business Analytics and AI for managers
02 – Data analytics and machine learning for managers
Plus one of the optional modules Impact evaluation for managers or Deep learning for managers
