Original PDF Ebook – Mastering Predictive Analytics with R – Second Edition2nd Edition – 9781787121393
Master the craft of predictive modeling in R by developing strategy, intuition, and a solid foundation in essential concepts_x000D_About This Book_x000D_
Grasping the major methods of predictive modeling and moving beyond black box thinking to a deeper level of understanding_x000D_
Leveraging the flexibility and modularity of R to experiment with a range of different techniques and data types_x000D_
Packed with practical advice and tips explaining important concepts and best practices to help you understand quickly and easily_x000D_
Who This Book Is For_x000D_
Although budding data scientists, predictive modelers, or quantitative analysts with only basic exposure to R and statistics will find this book to be useful, the experienced data scientist professional wishing to attain master level status , will also find this book extremely valuable.. This book assumes familiarity with the fundamentals of R, such as the main data types, simple functions, and how to move data around. Although no prior experience with machine learning or predictive modeling is required, there are some advanced topics provided that will require more than novice exposure._x000D_
What You Will Learn_x000D_
Master the steps involved in the predictive modeling process_x000D_
Grow your expertise in using R and its diverse range of packages_x000D_
Learn how to classify predictive models and distinguish which models are suitable for a particular problem_x000D_
Understand steps for tidying data and improving the performing metrics
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