Fundamentals of Machine Learning for Predictive Data Analytics Algorithms, Worked Examples and Case Studies

By:

Kelleher, John D

Contributor(s):

Material type: Text

TextPublication details: The MIT Press Ltd. 2015 LondonDescription: 595pISBN:

9780262029445

Subject(s):

Machine learning - Data Mining

DDC classification:

006.31 KEL

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Holdings
Item type	Current library	Item location	Collection	Call number	Status	Date due	Barcode	Item holds
Book	NIMA Knowledge Centre	9th Floor Reading Zone	General	006.31 KEL (Browse shelf(Opens below))	Checked out	30/09/2025	M0035609

Total holds: 0

1. Machine learning for predictive data analytics
2. Data to insights to decisions
3. Data exploration
4. Information-based learning
5. Similarity-based learning
6. Probability-based learning
7. Error-based learning
8. Evaluation
9. Case study : customer churn
10. Case study : galaxy classification
11. The art of machine learning for predictive data analytics.

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