IBM Predictive Analytics
IBM Predictive Ananlytics software helps the business to transform data into predictive insights to guide front-line decisions and interactions, predict what customers want and will do next to increase profitability and retention, maximize the productivity, processes and assets, detect and prevent threats and fraud before they affect the organization and perform statistical analysis including regression analysis, cluster analysis and correlation analysis.
Predictive Ananlytics Software
IBM Predictive Analytics : IBM offers easy to use predictive analytics products and solutions that meet the specific needs of different users and skill levels from beginners to experienced analysts. IBM Predictive Ananlytics software helps the business to transform data into predictive insights to guide front-line decisions and interactions, predict what customers want and will do next to increase profitability and retention, maximize the productivity, processes and assets, detect and prevent threats and fraud before they affect the organization and perform statistical analysis including regression analysis, cluster analysis and correlation analysis. IBM Predictive Analytics software portfolio includes IBM SPSS Modeler, IBM SPSS Analytic Server, IBM SPSS Statistics, SPSS Predictive Analytics Enterprise, IBM Analytical Decision Management, IBM SPSS Data Collection and IBM Social Media Analytics.
1.IBM SPSS Modeler
IBM SPSS Modeler is an extensive predictive analytics platform with a range of advanced algorithms and techniques that include text analytics, entity analytics, decision management and optimization that is designed to bring predictive intelligence to decisions made by individuals, groups, systems and the enterprise. IBM SPSS Modeler build and deploy predictive models directly into your business processes for the right decisions every time.
2.IBM SPSS Analytic Server
IBM SPSS Analytic Server enables the IBM predictive analytics platform to use data from Hadoop distributions to improve decisions and outcomes with the use of IBM SPSS Analytic Catalyst and IBM SPSS Modeler. IBM SPSS Analytic Server helps to analyze big data to gain predictive insights and build effective business strategies.
3.IBM SPSS Statistics
IBM SPSS Statistics is an integrated family of products that addresses the entire analytical process, from planning to data collection to analysis, reporting and deployment. IBM SPSS Statistics helps to understand your data, identify trends and produce accurate forecasts.
4.SPSS Predictive Analytics Enterprise
IBM SPSS Predictive Analytics Enterprise features broad and deep descriptive and predictive analytics, data preparation and automation and provides analytics of structured and unstructured data from virtually any source. IBM SPSS Predictive Analytics Enterprise use multi-faceted predictive analytics and deployment capabilities in a single solution to optimize decision-making at the point of impact.
5.IBM Analytical Decision Management
IBM Analytical Decision Management automates and optimizes transactional decisions before deployment to consistently maximize outcomes. It combines predictive analytics, local rules and scoring to deliver recommended actions in real time. IBM Analytical Decision Management automatically deliver high-volume, optimized decisions to your front-line systems and decision makers.
6.IBM SPSS Data Collection
IBM SPSS Data Collection products helps to achieve deeper understanding of people’s attitudes, preferences and opinions. The software is used to conduct multi-channel survey research to gain an accurate view of people’s attitudes, preferences and opinions.
7.IBM Social Media Analytics
Social Media Analytics helps organizations understand and act upon the social media impact of their products, services, markets, campaigns, employees and partners. It analyzes billions of social media comments and provides customized results in configurable charts and dashboards. IBM Social Media Analytics unlock the value of customer sentiment in social media to improve business outcomes.
IBM Predictive Analytics
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More Information on Predictive Analysis Process
For more information of predictive analytics process, please review the overview of each components in the predictive analytics process: data collection (data mining), data analysis, statistical analysis, predictive modeling and predictive model deployment.