Predictive Analytics For Dummies, 2Nd Edition - Softcover

Predictive Analytics for Dummies

Soft cover. Zustand: New. 2nd Edition. Contents: Introduction. I. Getting Started with Predictive Analytics. 1. Entering the Arena. 2. Predictive Analytics in the Wild. 3. Exploring Your Data Types and Associated Techniques. 4. Complexities of Data. II. Incorporating Algorithms in Your Models. 5. Applying Models. 6. Identifying Similarities in Data. 7. Predicting the Future Using Data Classification. III. Developing a Roadmap. 8. Convincing Your Management to Adopt Predictive Analytics. 9. Preparing Data. 10. Building a Predictive Model. 11. Visualization of Analytical Results. IV. Programming Predictive Analytics. 12. Creating Basic Prediction Examples. 13. Creating Basic Examples of Unsupervised Predictions. 14. Predictive Modeling with R. 15. Avoiding Analysis Traps. V. Executing Big Data. 16. Targeting Big Data. 17. Getting Ready for Enterprise Analytics. VI. The Part of Tens. 18. Ten Reasons to Implement. 19. Ten Steps to Build a Predictive Analytic Model. Index. Predictive Analytics for Dummies, 2e will help the you understand the core of predictive analytics and get started putting it to use with readily available tools to collect and analyze data. You will learn how to incorporate algorithms through discovering data models, identifying similarities and relationships in your data, and how to predict the future through data classification. You will develop a roadmap by preparing your data, creating goals, processing your data, and building a predictive model that will get stakeholder buy-in. The author will also address "soft" issues, including handling people, setting realistic goals, protecting budgets, making useful presentations, and more, to help the reader prepare for shepherding predictive analysis projects through their companies. Artikel-Nr. 121493

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