دانلود کتاب Data analytics

فهرست مطالب :

Title 1 Wholeness of Data Analytics Section 1 2 Business Intelligence Concepts and Application 3 Data Warehousing 4 Data Mining 5 Data Visualization Section 2 6 Decision Trees 7 Regression 8 Artificial Neural Networks 9 Cluster Analysis 10 Association Rule Mining Section 3 11 Text Mining 12 Naïve-Bayes Analysis 13 Support Vector Machines 14 Web Mining 15 Social Network Analysis Section 4 16 Big Data 17 Data Modeling Primer 18 Statistics Primer 19 Data Science Careers and Additional Case Studies Appendix A R Tutorial for Data Mining Appendix 2 Weka Tutorial for Data Mining Additional Resources Index