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on executing the analyses. * Clear guidance on how to interpret results. * Primary instruction in R but added sections for Python coders;
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NumPy Master the use of Python notebooks for exploratory data analysis and rapid prototyping Get to grips with applying regression;
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of Predictive Analytics with Python * Learn how to use the popular predictive modeling algorithms such as Linear Regression, Decision Trees, Logistic;
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languages and features concise tutorials with command-by-command translations-complete with sample code-of R to Python and Python to R;
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-validation, model comparison and selection, and data reduction techniques. Full of rich examples, Building Better Models with JMP Pro is an applied;
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of coding in Python and knowledge of high school level mathematics. Some experience with databases, Excel, statistics, or Tableau is useful but not;
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models in regressions. All these sections provide examples with complete computer analysis and instructions commonly used in modeling and;
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-by-step examples, we build predictive analytics solutions while using cutting-edge Python tools and packages. The book's step-by-step;
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-world examples on training end-to-end machine learning systems in Python Book DescriptionPython's ease of use and multi-purpose nature has led;
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This book provides a concise point of reference for the most commonly used regression methods. It begins with linear and nonlinear;
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This book provides a concise point of reference for the most commonly used regression methods. It begins with linear and nonlinear;
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the general reader with no previous analytics or programming experience. An entire chapter is dedicated to learning the basics of Python and R;
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multiple examples using R to achieve results, and concludes with a case study. Written by Matt and Joshua F. Wiley, Advanced R Statistical;
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using Python. You're expected to have basic development experience with Python. What You Will Learn * Gain an insight into components and;
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Software Implementation Illustrated with R and Python About This Book * Learn the nature of data through software which takes the;
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. Many practitioners work with data that fail the assumptions of the common linear regression models, necessitating more advanced modeling;
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Analysis with Applications in R, Second Edition is a comprehensive and up-to-date guide to conducting complex regressions in the R statistical;
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computational skills, Data Mining and Business Analytics with R begins with coverage of standard linear regression and the importance of parsimony;
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. Many practitioners work with data that fail the assumptions of the common linear regression models, necessitating more advanced modeling;
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Master key spreadsheet and business analytics skills with SPREADSHEET MODELING AND DECISION ANALYSIS: A PRACTICAL INTRODUCTION TO BUSINESS;
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body of the text of each chapter with basic statistical methodology illustrated by real data examples. Derivations, proofs and extensions are;
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Understand advanced data analytics concepts such as time series and principal component analysis with ETL, supervised learning, and PySpark;
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Understand advanced data analytics concepts such as time series and principal component analysis with ETL, supervised learning, and PySpark;
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This book provides an overview of predictive methods demonstrated by open source software modeling with Rattle (R') and WEKA. Knowledge;
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Add a touch of data analytics to your healthcare systems and get insightful outcomes Key Features Perform healthcare analytics with Python;
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provides a broad overview of regression models, diagnostic procedures, and inference procedures, with emphasis on how these methods are applied;
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