Chapter 2, Loading Data, describes the different ways of loading data into RapidMiner Studio and the advanced techniques sometimes needed to transform raw unstructured data into a common format. These challenges arise because data is big and, in the real world, it is unstructured, difficult to visualize, and time consuming to bring order to. What This Book Covers Chapter 1, Setting the Scene, describes the main challenges when mining real data.
By drawing these techniques together into a context, the reader will get a better sense of how RapidMiner Studio can be used in general and gain more confidence to use it. A number of techniques are illustrated and it is the nature of exploratory data analysis that they can be re-used and modified in different places. This book focuses on this vital aspect and gives practical advice using RapidMiner Studio to help with the process. Something like 80 percent of a data mining or predictive analytics project is spent importing, cleaning, visualizing, restructuring, and summarizing data in order to understand it. He has published conference papers relating to unsupervised clustering and cluster validity measures and contributed a chapter called Visualizing cluster validity measures to an upcoming book entitled RapidMiner: Use Cases and Business Analytics Applications, Chapman & Hall/CRC I would like to thank my family, and in particular my wife Jennie for putting up with me while I wrote this book.Ĥ Exploring Data with RapidMiner This book is a practical guide to exploring data using RapidMiner Studio. This book draws this experience together in the context of exploring data the first and most important step in a data mining process.
RAPIDMINER STUDIO MANUAL PDF HOW TO
He maintains a blog where he shares some miscellaneous helpful advice on how to get the best out of RapidMiner.ģ He approaches problems from a practical perspective and has a great deal of relevant hands-on experience with real data. He is a certified RapidMiner expert and has been using this product to solve real problems for several years. Recently, he completed a Master's in Data Mining and Business Intelligence with first class honors. In particular, he has always enjoyed finding ways to extract value from data and presenting this in compelling ways to help others meet their objectives. Throughout his career, he has always maintained an active interest in all aspects of data. For the last decade he has been very involved in mobile telecommunications, where he is currently a product manager for a marketleading test and monitoring solution used by many mobile operators worldwide.
RAPIDMINER STUDIO MANUAL PDF SOFTWARE
This coincided with the growth in software engineering and it led him to a career in the IT industry. 9 "Resource Constraints"Ģ In this package, you will find: A Biography of the author of the book A preview chapter from the book, Chapter NO.9 "Resource Constraints" A synopsis of the book s content Information on where to buy this book About the Author Andrew Chisholm completed his degree in Physics from Oxford University nearly thirty years ago. 1 Exploring Data with RapidMiner Andrew Chisholm Chapter No.
0 kommentar(er)
