تحلیل پیش‌بینی‌کننده، داده‌کاوی و کلان‌داده: افسانه‌ها، تصورات غلط و روش‌ها ۲۰۱۴
Predictive Analytics, Data Mining and Big Data: Myths, Misconceptions and Methods 2014

1. Cover

2. Title

3. Copyright

4. Contents

5. List of figures and tables

6. Acknowledgments

1 Introduction

2 Using Predictive Models

3 Analytics, Organization and Culture

4 The Value of Data

5 Ethics and Legislation

6 Types of Predictive Models

7 The Predictive Analytics Process

8 How to Build a Predictive Model

9 Text Mining and Social Network Analysis

10 Hardware, Software and All that Jazz

17. Appendix A. Glossary of Terms

18. Appendix B. Further Sources of Information

19. Appendix C. Lift Charts and Gain Charts

20. Notes

21. Index