11 min

Glossary Series: Clustering, Cluster Analysis, K-Means, Gaussian Mixture Model AI Today Podcast: Artificial Intelligence Insights, Experts, and Opinion

    • Technology

The idea of grouping similar types of data together is the main idea behind clustering. Clustering supports the goals of Unsupervised Learning which is finding patterns in data without requiring labeled datasets. In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define the terms Clustering, Cluster Analysis, K-Means, and Gaussian Mixture Model, and explain how they relate to AI and why it's important to know about them.








Show Notes:










FREE Intro to CPMAI mini course







CPMAI Training and Certification







AI Glossary







Glossary Series: Artificial Intelligence







AI Glossary Series - Machine Learning, Algorithm, Model







Glossary Series: Prediction, Inference, and Generalization







Glossary Series: Machine Learning Approaches: Supervised Learning, Unsupervised Learning, Reinforcement Learning







Glossary Series: Classification & Classifier, Binary Classifier, Multiclass Classifier, Decision Boundary







Glossary Series: Regression, Linear Regression

The idea of grouping similar types of data together is the main idea behind clustering. Clustering supports the goals of Unsupervised Learning which is finding patterns in data without requiring labeled datasets. In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define the terms Clustering, Cluster Analysis, K-Means, and Gaussian Mixture Model, and explain how they relate to AI and why it's important to know about them.








Show Notes:










FREE Intro to CPMAI mini course







CPMAI Training and Certification







AI Glossary







Glossary Series: Artificial Intelligence







AI Glossary Series - Machine Learning, Algorithm, Model







Glossary Series: Prediction, Inference, and Generalization







Glossary Series: Machine Learning Approaches: Supervised Learning, Unsupervised Learning, Reinforcement Learning







Glossary Series: Classification & Classifier, Binary Classifier, Multiclass Classifier, Decision Boundary







Glossary Series: Regression, Linear Regression

11 min

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