This book was released on with total page 406 pages. Machine learning /17 February, 21 2023 Predictive Analytics For Dummies 2nd Edition. This book is part of the SAS Press program. Download or read book Fundamentals of Predictive Analytics With Jmp written by Phd Ron Klimberg and published by SAS Institute. Fundamentals of Predictive Analytics with JMP, Second Edition Apress The second edition of a comprehensive introduction to machine learning approaches used in predictive data analytics, covering both theory and practice. Use JMP Pro to organize and transform data into usable additions. Enhance the power of your predictive models with various types of data, including unstructured text data you’ve collected repair logs, engineering reports, customer survey response comments and more. Using JMP 13 and JMP 13 Pro, this book offers the following new and enhanced features in an example-driven format: an add-in for Microsoft Excel Graph Builder dirty data visualization regression ANOVA logistic regression principal component analysis LASSO elastic net cluster analysis decision trees k-nearest neighbors neural networks bootstrap forests boosted trees text mining association rules model comparison With todays emphasis on business intelligence, business analytics, and predictive analytics, this second edition is invaluable to anyone who needs to expand his or her knowledge of statistics and to apply real-world, problem-solving analysis. We used a mixed-methods approach combining fuzzy-set qualitative comparative analysis (fsQCA) and structural equation modeling (SEM) to examine the. JMP Pro offers a rich set of algorithms that lets you build better models. Second, it teaches you how to interpret the results and then, step-by-step, how and where to perform and evaluate the analysis in JMP. First, this book teaches you to recognize when it is appropriate to use a tool, what variables and data are required, and what the results might be. Fundamentals of Predictive Analytics with JMP(R) bridges the gap between courses on basic statistics, which focus on univariate and bivariate analysis, and courses on data mining and predictive analytics. Going beyond the theoretical foundation, this book gives you the technical knowledge and problem-solving skills that you need to perform real-world multivariate data analysis. Going beyond the theoretical foundation, this book gives you the technical knowledge and problem. ISBN-13: 9781612904252 ISBN-10: 1612904254 Publisher: Author:Ron Klimberg OCR:OCRed, Searchable Quality:Good File Delivery:Sent Via Email in 1-24 hours on working days. Book Synopsis Written for students in undergraduate and graduate statistics courses, as well as for the practitioner who wants to make better decisions from data and models, this updated and expanded second edition of Fundamentals of Predictive Analytics with JMP(R) bridges the gap between courses on basic statistics, which focus on univariate and bivariate analysis, and courses on data mining and predictive analytics. Fundamentals of Predictive Analytics with JMP, Second Edition. (eBook PDF) Fundamentals of Predictive Analytics with JMP.
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