Fundamentals of Machine Learning for Predictive Data Analytics Algorithms, Worked Examples and Case Studies
Kelleher, John D.
Fundamentals of Machine Learning for Predictive Data Analytics Algorithms, Worked Examples and Case Studies - London The MIT Press Ltd. 2015 - 595p
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.
9780262029445
Machine learning - Data Mining
006.31 / KEL
Fundamentals of Machine Learning for Predictive Data Analytics Algorithms, Worked Examples and Case Studies - London The MIT Press Ltd. 2015 - 595p
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.
9780262029445
Machine learning - Data Mining
006.31 / KEL