Data Mining and Statistics for Decision Making (Wiley Series in Computational Statistics) by Stéphane Tufféry
Data Mining and Statistics for Decision Making (Wiley Series in Computational Statistics) by Stéphane Tufféry PDF, ePub eBook D0wnl0ad
Data mining is the process of automatically searching large volumes of data for models and patterns using computational techniques from statistics, machine learning and information theory; it is the ideal tool for such an extraction of knowledge. Data mining is usually associated with a business or an organization's need to identify trends and profiles, allowing, for example, retailers to discover patterns on which to base marketing objectives.This book looks at both classical and recent techniques of data mining, such as clustering, discriminant analysis, logistic regression, generalized linear models, regularized regression, PLS regression, decision trees, neural networks, support vector machines, Vapnik theory, naive Bayesian classifier, ensemble learning and detection of association rules. They are discussed along with illustrative examples throughout the book to explain the theory of these methods, as well as their strengths and limitations.
Key Features:
- Presents a comprehensive introduction to all techniques used in data mining and statistical learning, from classical to latest techniques.
- Starts from basic principles up to advanced concepts.
- Includes many step-by-step examples with the main software (R, SAS, IBM SPSS) as well as a thorough discussion and comparison of those software.
- Gives practical tips for data mining implementation to solve real world problems.
- Looks at a range of tools and applications, such as association rules, web mining and text mining, with a special focus on credit scoring.
- Supported by an accompanying website hosting datasets and user analysis.
Statisticians and business intelligence analysts, students as well as computer science, biology, marketing and financial risk professionals in both commercial and government organizations across all business and industry sectors will benefit from this book.
From reader reviews:
Graham Ayala:
A lot of people always spent their free time to vacation or go to the outside with them loved ones or their friend. Do you realize? Many a lot of people spent they free time just watching TV, or even playing video games all day long. In order to try to find a new activity honestly, that is look different you can read the book. It is really fun for yourself. If you enjoy the book you read you can spent the entire day to reading a reserve. The book Data Mining and Statistics for Decision Making (Wiley Series in Computational Statistics) it is extremely good to read. There are a lot of people that recommended this book. They were enjoying reading this book. If you did not have enough space bringing this book you can buy the particular e-book. You can m0ore simply to read this book from the smart phone. The price is not to fund but this book possesses high quality.
Alta Favors:
Reading a book being new life style in this year; every people loves to study a book. When you read a book you can get a lot of benefit. When you read textbooks, you can improve your knowledge, because book has a lot of information upon it. The information that you will get depend on what kinds of book that you have read. If you want to get information about your analysis, you can read education books, but if you want to entertain yourself you are able to a fiction books, these kinds of us novel, comics, and also soon. The Data Mining and Statistics for Decision Making (Wiley Series in Computational Statistics) provide you with a new experience in looking at a book.
Erik Garcia:
Don't be worry for anyone who is afraid that this book will certainly filled the space in your house, you will get it in e-book approach, more simple and reachable. That Data Mining and Statistics for Decision Making (Wiley Series in Computational Statistics) can give you a lot of pals because by you investigating this one book you have point that they don't and make you actually more like an interesting person. This book can be one of one step for you to get success. This e-book offer you information that might be your friend doesn't realize, by knowing more than other make you to be great persons. So , why hesitate? Let's have Data Mining and Statistics for Decision Making (Wiley Series in Computational Statistics).
Read Data Mining and Statistics for Decision Making (Wiley Series in Computational Statistics) by Stéphane Tufféry for online ebook
Data Mining and Statistics for Decision Making (Wiley Series in Computational Statistics) by Stéphane Tufféry Free PDF d0wnl0ad, audio books, books to read, good books to read, cheap books, good books, online books, books online, book reviews epub, read books online, books to read online, online library, greatbooks to read, PDF best books to read, top books to read Data Mining and Statistics for Decision Making (Wiley Series in Computational Statistics) by Stéphane Tufféry books to read online.
Tidak ada komentar:
Posting Komentar