Data Analytics: Practical Guide to Leveraging the Power of Algorithms, Data Science, Data Mining, Statistics, Big Data, and Predictive Analysis to Improve Business, Work, and Life


How Can Descriptive Analysis Be Used?



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How Can Descriptive Analysis Be Used?
Measures in Descriptive Statistics
Inferential Statistics
CHAPTER 9: PREDICTIVE ANALYTICS
Defining Predictive Analytics
Different Kinds of Predictive Analytics
Predictive Models
Descriptive Modeling
Decision Modeling
CHAPTER 10: PREDICTIVE ANALYSIS METHODS
Machine Learning Techniques
Regression Techniques
Linear Regression
Logistic Regression
The Probit Model
Neural Networks
Radial Basis Function Networks
Support Vector Machines
Naive Bayes
Instance-Based Learning
Geospatial Predictive Modeling
Hitachi’s Predictive Analytic Model
Predictive Analytics in the Insurance Industry
CHAPTER 11: R - THE FUTURE IN DATA ANALYSIS SOFTWARE
Is R A Good Choice?
Types of Data Analysis Available with R


Is There Other Programming Language Available?
CHAPTER 12: PREDICTIVE ANALYTICS & WHO USES IT
Analytical Customer Relationship Management (CRM)
The Use Of Predictive Analytics In Healthcare
The Use Of Predictive Analytics In The Financial Sector
Predictive Analytics & Business

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