#Spss modeler software#
However, since this book is focused on specific software tasks and recipes, and since business understanding is conducted in the meeting room, not alone at one's laptop, our discussion of this phase is placed in a special section of the book. It is certainly a candidate for the phase that is most rushed, albeit rushed at the peril of the data mining project. Some would argue, including the authors of this book, that business understanding is the phase in most need of more attention by new data miners. Business understanding is a critical phase. This opening chapter is regarding data understanding, but this phase is not the first phase of CRISP-DM.
#Spss modeler full#
Go beyond the basics and get the full power of your data mining workbench with this practical guide.
Master the best methods for building models that will perform well in the workplace. Get a handle on the most efficient ways of extracting data from your own sources, preparing it for exploration and modeling.
By reading this book, you are learning from practitioners who have helped define the state of the art.įollow the industry standard data mining process, gaining new skills at each stage, from loading data to integrating results into everyday business practices. The authors of this book are among the very best of these exponents, gurus who, in their brilliant and imaginative use of the tool, have pushed back the boundaries of applied analytics. IBM SPSS Modeler Cookbook takes you beyond the basics and shares the tips, the timesavers, and the workarounds that experts use to increase productivity and extract maximum value from data.
This understanding allows you to solve any business problem faster using powerful, proven analytical techniques that deliver deeper insight into your customers, students or constituents.IBM SPSS Modeler is a data mining workbench that enables you to explore data, identify important relationships that you can leverage, and build predictive models quickly allowing your organization to base its decisions on hard data not hunches or guesswork. Using historical data, SPSS Modeler lets you confidently predict outcomes and gain an understanding about the relationships hidden in your data. Predictive intelligence enables you to look into the future. Public sector organizations have benefited from using Modeler to predict workforce capacity, proactively respond to public safety issues, manage the student lifecycle, improve classroom performance and address many other operational challenges. Businesses of all types have found that they can use the predictive intelligence of IBM SPSS Modeler to attract customers, strengthen their loyalty, reduce customer attrition or "churn" more cost effectively, decrease fraud and minimize risk. This intelligence allows business decisions to be made based on the data, rather than "gut feel".
#Spss modeler professional#
IBM SPSS Modeler Professional is a data mining workbench used to analyze structured data to create predictive intelligence. Data mining provides organizations with a clearer view of current conditions and deeper insight into future events by analyzing historical data.
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