1
of
1
Exploratory Data Mining and Data Cleaning
Book Hero Magic crafted this summary to help describe this book. While it's new and still
learning, it may not be perfect - your
feedback is welcome!
Summary
Read More
Format: Hardback
$41100
Unit price
/
Unavailable
International Supplier
This title is in-stock with overseas suppliers. While it is not available locally, we fly books in weekly from the US and UK to our Auckland warehouse for immediate dispatch.
AVAILABLE WITH SUPPLIER
Ships from our Auckland warehouse within 2-3 weeks
Found a better price? Request a price match
Exploratory Data Mining and Data Cleaning
$41100
Unit price
/
Unavailable
Book Hero Magic created this recommendation. While it's new and still learning, it may not be perfect - your feedback is welcome! IS THIS YOUR NEXT READ?
You might enjoy this book if you're keen on enhancing your skills in computational methods for cleaning and analysing complex data. It offers practical techniques and insights into solving data quality issues, which can be highly valuable for data scientists, analysts, or anyone involved in large-scale data projects. Perfect for those who appreciate a blend of theoretical concepts with actionable solutions.
Many current books on data mining and analysis focus on the last stage of the analysis process (getting the results) and spend little time on the data exploration and data cleaning processes. The true challenge in data mining is creating a set that contains relevant and accurate information and determining the appropriate analysis techniques.
Book Hero Magic formatted this description to make it easier to read. While it's new and
still learning, it may not be perfect - your
feedback is welcome!
Description
Exploratory Data Mining and Data Cleaning is written for practitioners of data mining, data cleaning, and database management. The book presents a technical treatment of data quality, including process, metrics, tools, and algorithms.
Focusing on developing an evolving modelling strategy through an iterative data exploration loop and incorporation of domain knowledge, the book addresses methods of detecting, quantifying, and correcting data quality issues that can significantly impact findings and decisions. It explores the use of commercially available tools alongside new algorithmic approaches.
Case studies are utilised to illustrate applications in real-life scenarios. The book also highlights new approaches and methodologies, such as the DataSphere space partitioning and summary-based analysis techniques.
Exploratory Data Mining and Data Cleaning will serve as an important reference for serious data analysts who need to analyse large amounts of unfamiliar data, managers of operations databases, and students in undergraduate or graduate level courses dealing with large-scale data analysis and data mining.
Series: Wiley Series in Probability and Statistics
View all-
Analysis of Ordinal Categorical Data
Statistical science’s first coordinated manual of methods for analyzing ordered categorical data, now fully revised and updated, continues to present applications and case studies in fields as diverse as sociology, public health, ecology, marketing, and pharmacy. Analysis of Ordinal Categorical Data, Second Edition provides an introduction to basic descriptive and inferential methods for categorical data, giving thorough coverage of new...Hardback$30899Unit price /UnavailableAvailableShips in 3-4 weeks -
An Introduction to Probability Theory and Its Applications, Volume 1
A complete guide to the theory and practical applications of probability theory An Introduction to Probability Theory and Its Applications uniquely blends a comprehensive overview of probability theory with the real-world application of that theory. Beginning with the background and very nature of probability theory, the book then proceeds through sample spaces, combinatorial analysis, fluctuations in coin tossing and random...Hardback$81600Unit price /UnavailableAvailableShips in 2-3 weeks -
An Introduction to Probability Theory and Its Applications, Volume 2
The classic text for understanding complex statistical probability An Introduction to Probability Theory and Its Applications offers comprehensive explanations to complex statistical problems. Delving deep into densities and distributions while relating critical formulas, processes, and approaches, this rigorous text provides a solid grounding in probability with practice problems throughout. Heavy on application without sacrificing theory, the discussion takes the time...Paperback$54199Unit price /UnavailableAvailableShips in 3-4 weeks -
Applied Logistic Regression
A new edition of the definitive guide to logistic regression modelling for health science and other applications This thoroughly expanded Third Edition provides an easily accessible introduction to the logistic regression (LR) model and highlights the power of this model by examining the relationship between a dichotomous outcome and a set of covariables. Applied Logistic Regression, Third Edition, emphasises applications...Hardback$29599Unit price /UnavailableAvailableShips in 3-4 weeks -
Applied Longitudinal Analysis
Praise for the First Edition ". . . [this book] should be on the shelf of everyone interested in . . . longitudinal data analysis." —Journal of the American Statistical Association Features newly developed topics and applications of the analysis of longitudinal data Applied Longitudinal Analysis, Second Edition presents modern methods for analyzing data from longitudinal studies and now features...Hardback$37500Unit price /UnavailableAvailableShips in 2-3 weeks -
Approximation Theorems of Mathematical Statistics
Approximation Theorems of Mathematical Statistics This convenient paperback edition makes a seminal text in statistics accessible to a new generation of students and practitioners. Approximation Theorems of Mathematical Statistics covers a broad range of limit theorems useful in mathematical statistics, along with methods of proof and techniques of application. The manipulation of "probability" theorems to obtain "statistical" theorems is emphasized....Paperback$34699Unit price /UnavailableAvailableShips in 3-4 weeks -
Bayesian Statistics and Marketing
Fine-tune your marketing research with this cutting-edge statistical toolkit Bayesian Statistics and Marketing illustrates the potential for applying a Bayesian approach to some of the most challenging and important problems in marketing. Analysing household and consumer data, predicting product performance, and custom-targeting campaigns are only a few of the areas in which Bayesian approaches promise revolutionary results. This book provides...Hardback$21499Unit price /UnavailableAvailableShips in 3-4 weeks -
Design of Experiments for Reliability Achievement
ENHANCES READERS' UNDERSTANDING OF EXPERIMENTAL DESIGN METHODS FOR SUCCESSFUL LIFE TESTING AND PRODUCT RELIABILITY IMPROVEMENT Design of Experiments for Reliability Achievement illustrates how experimental design and life testing can be employed to grasp product reliability, thereby facilitating reliability enhancements. The book is structured into four sections. The first section centres on statistical distributions and methods for modelling reliability data. The...Hardback$23899Unit price /UnavailableAvailableShips in 3-4 weeks -
Geostatistical Functional Data Analysis
Geostatistical Functional Data Analysis Explore the intersection between geostatistics and functional data analysis with this insightful new reference Geostatistical Functional Data Analysis presents a unified approach to modelling functional data when spatial and spatio-temporal correlations are present. The Editors link together the wide research areas of geostatistics and functional data analysis to provide the reader with a new area called...Hardback$35800Unit price /UnavailableAvailableShips in 2-3 weeks -
Improving Almost Anything
The chapters of this book are from the recent writings of George E. P. Box, an acknowledged world leader in the application and theory of quality methodology to management, process improvement, process design, and discovery. Box's unique ability to explain complex ideas simply and appealingly with wit and cogent illustration is well known. It draws on profound knowledge and extensive...Paperback$28400Unit price /UnavailableAvailableShips in 2-3 weeks -
Introduction to Probability
Discover practical models and real-world applications of multivariate models useful in engineering, business, and related disciplines In Introduction to Probability: Multivariate Models and Applications, a team of distinguished researchers delivers a comprehensive exploration of the concepts, methods, and results in multivariate distributions and models. Intended for use in a second course in probability, the material is largely self-contained, with some...Hardback$28099Unit price /UnavailableAvailableShips in 3-4 weeks -
Linear Models
Provides an easy-to-understand guide to statistical linear models and its uses in data analysis This book defines a broad spectrum of statistical linear models that is useful in the analysis of data. Considerable rewriting was done to make the book more reader-friendly than the first edition. Linear Models, Second Edition is written in such a way as to be self-contained...Hardback$50400Unit price /UnavailableAvailableShips in 2-3 weeks
Book Hero Magic summarised reviews for this book. While it's new and still learning, it may not be perfect - your feedback is welcome! HOW HAS THIS BEEN REVIEWED?
Exploratory Data Mining and Data Cleaning by Tamraparni Dasu and Theodore Johnson is praised for incorporating multiple methods for data exploration and cleaning. Reviewers highlight its value for statisticians and data analysts seeking an integrated approach to improve data quality and conduct significant research in the field.
Book Details
INFORMATION
ISBN: 9780471268512
Publisher: John Wiley & Sons Inc
Format: Hardback
Date Published: 10 June 2003
Country: United States
Imprint: Wiley-Interscience
Illustration: Charts: 14 B&W, 0 Color; Tables: 2 B&W, 0 Color; Graphs: 38 B&W, 0 Color
Audience: Professional and scholarly
DIMENSIONS
Spine width: 21.0mm
Width: 162.0mm
Height: 245.0mm
Weight: 515g
Pages: 224
About the Author
TAMRAPARNI DASU, PhD, and THEODORE JOHNSON, PhD, are both members of the technical staff at AT&T Labs-Research in Florham Park, New Jersey.
More from Computing & Technology
View all-
Digital Minimalism
Digital Minimalism by Cal Newport presents a revolutionary strategy for optimising your interaction with digital technology in a way that fosters productivity, focus, happiness, and creativity. Most of us recognise that our reliance on texting, Instagram, Facebook, and Twitter is not due to sheer lack of intelligence or depth, but because these platforms truly offer significant value in the form...Paperback$2400Elsewhere:$2600Unit price /UnavailableIn StockShips tomorrow -
New ReleaseEmpire of AI
An eye-opening account of the tech arms race shaping our planet, from an award-winning journalist and AI insider to the world of Sam Altman and OpenAI. When longtime AI expert and journalist Karen Hao first began covering OpenAI in 2019, she thought they were the good guys. Founded as a nonprofit with safety enshrined as its core mission, it was...Paperback$2899Elsewhere:$3700Unit price /UnavailableIn StockShips tomorrow -
Careless People
Shocking and darkly funny, Careless People gives you a front-row seat to the decisions that are shaping our world and the people who make them. Welcome to Facebook. Sarah Wynn-Williams, a young diplomat from New Zealand, pitched for her dream job. She saw Facebook's potential and knew it could change the world for the better. But, when she got there...Paperback$2800Unit price /UnavailableIn StockShips tomorrow -
Open to Work
‘Open To Work helps you stop fearing the future and start shaping it with purpose.’ Jay Shetty‘An instantly useful guide to futureproofing your career.’ Adam Grant‘Open to Work lays out a smart and clear path to the future of work’ Brené Brown In a world where AI is transforming work at a rapid pace, Open to Work is your essential...Paperback$2999Elsewhere:$3799Unit price /UnavailableIn StockShips tomorrow -
If Anyone Builds It, Everyone Dies
The founder of the field of AI risk explains why superintelligent AI is a global suicide bomb and we must halt development immediately. AI is the greatest threat to our existence that we have ever faced. The technology may be complex but the facts are simple. We are currently on a path to build superintelligent AI. When we do, it...Paperback$3200Elsewhere:$4000Unit price /UnavailableIn StockShips tomorrow -
The Amazing Generation
A children's version of the global bestseller The Anxious Generation How can we live a happy and exciting life without a smartphone? The Anxious Generation started a world-changing conversation about the effects of smartphones and social media on young people. Now bestselling authors Jonathan Haidt and Catherine Price have teamed up to talk directly to those young people about how...Paperback$2500Elsewhere:$3000Unit price /UnavailableIn StockShips tomorrow -
The Infinity Machine
A revelatory portrait of the visionary behind Google DeepMind, the race to control the future - and what it means to win. Even in a tech world crowded with visionary leaders, Demis Hassabis is recognised as a special case. Born to working-class, immigrant parents in North London, a chess prodigy by five and wizard coder in his teens, he turned...Paperback$3499Elsewhere:$4500Unit price /UnavailableIn StockShips tomorrow -
Co-Intelligence
From Wharton professor and author of the One Useful Thing Substack, comes an urgent and definitive playbook for working, learning and living in the new age of AI. For fans of Kevin Kelly, Ray Kurzweil, Cal Newport, and Martin Ford. A New York Times Bestseller Co-Intelligence is the very best book I know about the ins, outs, and ethics of...Paperback$3400Elsewhere:$4000Unit price /UnavailableIn StockShips tomorrow -
The Bullet Journal Method
The Bullet Journal Method by Ryder Carroll is an indispensable guide to gaining control over your chaotic life using the power of a simple pen and notebook. Whether you're a seasoned planner or a beginner, this book lays out a revolutionary system that provides structure, clarity, and purpose to your everyday activities. It's not just a method of organising your...Paperback$2400Elsewhere:$2799Unit price /UnavailableIn StockShips tomorrow -
Careless People
Shocking and darkly funny, Careless People gives you a front-row seat to the decisions that are shaping our world and the people who make them. Welcome to Facebook. Sarah Wynn-Williams, a young diplomat from New Zealand, pitched for her dream job. She saw Facebook's potential and knew it could change the world for the better. But, when she got there...Paperback$3200Elsewhere:$3999Unit price /UnavailableIn StockShips tomorrow -
Little Book of Data
Data is not about number crunching. It’s about ideas. And when used properly (read: ethically), it is the problem solver of our time. Yet many savvy people seem to be in data denial: they don’t think they need to understand data, or it’s too complicated, or worse, using it is somehow unethical. As data and AI (just an accelerated way...Paperback$3400Elsewhere:$3799Unit price /UnavailableIn StockShips tomorrow -
Don’t Burn Anyone at the Stake Today
An electrifying, thought-provoking exploration of how the digital era is reshaping our world, by bestselling, Women's Prize-winning writer Naomi Alderman. What's the most useful thing you could know about your own life? In this era-defining book, developed from her groundbreaking Radio 4 essay series, Naomi Alderman turns her boundless curiosity and incisive thinking to a question that affects us all—how...Hardback$3500Elsewhere:$4500Unit price /UnavailableIn StockShips tomorrow
Why buy from us?
Book Hero is not a chain store or big box retailer. We're an independent 100% NZ-owned business on a mission to help more Kiwis rediscover a love of books and reading!
Service & Delivery
Our warehouse in Auckland holds over 100,000 books, toys, board games and puzzles in-stock so you're not waiting for your order to arrive from overseas.
Auckland Bookstore
We're primarily an online store, but for your convenience you can pick up your order for free from our bookstore, which is right next door to our warehouse in Hobsonville.
Our Gifting Service
Books make wonderful thoughtful gifts and we're here to help with gift-wrapping and cards. We can even send your gift directly to your loved one.
