Appendix1: Analytics Tools used in the Book

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The following are the analytics and machine learning tools used in the book and their application

1. Summary Statistics

2. Distribution Analysis

3. K-means Clustering

4. Regression  Regression 2 Regression 3

5. Time Series Analysis

6. Machine Learning- Random Forest Random Forest 2

7. Machine Learning- Gradient Boosting

8. Machine Learning - Support Vector Machines

9. Machine Learning- Neural Networks

10. Hierarchical Clustering

11. Linear Programming

12. Recommendation Systems

13. Sentiment Analysis  Sentiment Analysis 2

14. Network Analysis

15. Markov Chains