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John D. Kelleher

John D. Kelleher is a Lecturer at the Dublin Institute of Technology, and a founding member of DIT’s Applied Intelligence Research Center.

Titles by This Author

Algorithms, Worked Examples, and Case Studies

Machine learning is often used to build predictive models by extracting patterns from large datasets. These models are used in predictive data analytics applications including price prediction, risk assessment, predicting customer behavior, and document classification. This introductory textbook offers a detailed and focused treatment of the most important machine learning approaches used in predictive data analytics, covering both theoretical concepts and practical applications.