Predictive Analytics with KNIME : Analytics for Citizen Data Scientists 9783031456305, 9783031456299

This book is about data analytics, including problem definition, data preparation, and data analysis. A variety of techn

129 4 30MB

English Pages 317 Year 2024

Table of contents :
Cover
Front Matter
1. Introduction to Analytics
2. Problem Definition
3. Introduction to KNIME
4. Data Preparation
5. Dimensionality Reduction
6. Ordinary Least Squares Regression
7. Logistic Regression
8. Classification and Regression Trees
9. Naïve Bayes
10. k Nearest Neighbors
11. Neural Networks
12. Ensemble Models
13. Cluster Analysis
14. Communication and Deployment
Back Matter

Predictive Analytics with KNIME : Analytics for Citizen Data Scientists
9783031456305, 9783031456299

Author / Uploaded
Frank Acito

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