University · Business Informatics · Artificial Intelligence and Machine Learning
Machine Learning Fundamentals: Supervised and Unsupervised Learning
6 Abschnitte1 Karteikarten-Decks1 Quizze
An examination of machine learning as a core business analytics capability, contrasting supervised learning (classification and regression) with unsupervised learning (clustering and association rule mining), and covering the data mining process, governance, and organizational capability-building required to deploy these techniques responsibly in enterprise settings.
Inhaltsübersicht
- Machine Learning as a Business Analytics Capability
- Supervised Learning: Classification and Regression in Business Contexts
- Unsupervised Learning: Discovering Structure Without Labels
- The Data Mining Process: From Business Problem to Deployed Model
- Governance, Risk, and Responsible Use of Machine Learning in the Enterprise
- Building Organizational Machine Learning Capability
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