As artificial intelligence (AI) progresses, it's crucial for business education to evolve accordingly, providing tomorrow's workforce with desired AI credentials to ensure they remain productive and competitive. This paper presents a non-credit curriculum for the AI Applications in Business Certificate, comprising four courses: Introduction to Business Data, Analytics, and Artificial Intelligence; Natural Language Processing; Predictive Analytics; and Machine Learning for Business. Each course consists of five online modules delivered through tools and no-code AI platforms aimed at facilitating students in acquiring AI credentials.
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Chang Liu (2025) studied this question.
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