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TEXTBOOKS for
Database Courses


Relational Database Design and Implementation Clearly Explained 3e 3rd Edition

Relational Database Design and Implementation, 3rd Edition
Clearly Explained

Jan Harrington
ISBN: 9780123747303
Copyright 2009

Fully revised, updated, and expanded, Relational Database Design and Implementation, Third Edition provides the conceptual and practical information necessary to develop a design and management scheme that ensures data accuracy and user satisfaction while optimizing performance, regardless of experience level or choice of DBMS. The book begins by reviewing basic concepts of databases and database design. Topics such as SQL, relational data model, normalization, data entities and Codd's Rules (and why they are important) are covered clearly and concisely but without resorting to "Dummies"-style talking down to the reader... [more]

SQL Clearly Explained, 3rd Edition

SQL Clearly Explained, 3rd Edition
Jan Harrington
ISBN: 978012375697
Copyright 2010

SQL Clearly Explained, 3rd Edition details the release of the SQL standard (SQL:2008), including two sets of extensions to support object-relational databases and XML. NEW chapters include coverage of the relational data model, relational algebra, SQL object-relational support, triggers and stored procedures, as well as XML. This expanded edition is packed with tips, tricks and other vital information for working with SQL... [more]


How to Build a Digital Library  2nd Edition

How to Build a Digital Library, 2nd Edition
Ian Witten
David Bainbridge
David Nichols

ISBN: 9780123748577
Copyright 2010

How to Build a Digital Library is the only book that offers all the knowledge and tools needed to construct and maintain a digital library, regardless of the size or purpose. It is a self-contained resource for individuals, companies, and institutions wishing to put these powerful tools to work in their burgeoning information treasuries. This Second Edition reflects the rapid evolution of the field, with new material on multimedia, metadata and internationalization. New technologies are integrated with concepts from library and information science to provide a comprehensive social, technical and practical treatment of digital libraries. Part II describes how this is put into practice with the Greenstone Digital Library Software, a popular open source software tool suite. For the second edition this material has been completely rewritten to reflect new developments in the software, including a comprehensive graphical facility for creating and maintaining digital libraries and numerous interoperability features... [more]

Physical Database Design<br />
              the database professional's guide to exploiting indexes, views,
                storage, and more

Physical Database Design
the database professional's guide to exploiting indexes, views, storage, and more

Sam Lightstone
Toby Teorey
Tom Nadeau
H.V. Jagadish

ISBN: 9780123693891
Copyright 2007

Physical Database Design discusses the concept of how physical structures of databases affect performance, including specific examples, guidelines, and best and worst practices for a variety of DBMSs and configurations. Something as simple as improving the table index design has a profound impact on performance. Every form of relational database, such as Online Transaction Processing (OLTP), Enterprise Resource Management (ERP), Data Mining (DM), or Management Resource Planning (MRP), can be improved using the methods provided in the book... [more]

http://textbooks.elsevier.com/web/product_details.aspx?isbn=9780123820204&Search=9780123820204&SearchCriteria=ISBN

Database Modeling and Design, 5th Edition
Logical Design

Toby Teorey
Sam Lightstone
Tom Nadeau
H.V. Jagadish

ISBN: 9780123820204
Copyright 2011

This is an ideal text for a stand-alone data management course focused on logical database design, or a supplement to an introductory text for introductory database management. This extensively revised fifth edition features clear explanations, lots of terrific examples and an illustrative case, and practical advice, with design rules that are applicable to any SQL-based system. The common examples are based on real-life experiences and have been thoroughly class-tested... [more]

Temporal Data and the Relational Model<br />A Detailed Investigation
              into the Application of Interval and Relation Theory to the Problem
            of Temporal Database Management

Temporal Data and the Relational Model
A Detailed Investigation into the Application of Interval and Relation Theory to the Problem of Temporal Database Management

C.J. Date
Hugh Darwen
Nikos A. Lorentzos

ISBN: 9781558608559
Copyright 2003

Temporal database systems are systems that provide special support for storing, querying, and updating historical and/or future data. Current DBMSs provide essentially no temporal features at all, but this situation is likely to change soon for a variety of reasons; in fact, temporal databases are virtually certain to become important sooner rather than later, in the commercial world as well as in academia. This book provides an in-depth description of the foundations and principles on which those temporal DBMSs will be built. These foundations and principles are firmly rooted in the relational model of data; thus, they represent an evolutionary step, not a revolutionary one, and they will stand the test of time... [more]

Data Modeling Essentials, 3rd Edition

Data Modeling Essentials, 3rd Edition
Graeme Simsion
Graham Witt

ISBN: 9780126445510
Copyright 2004

A one-of-a-kind text, Data Modeling Essentials covers the basics of data modeling while focusing on developing a facility in techniques, rather than a simple familiarization with “the rules”. In order to enable students to apply the basics of data modeling to real models, the authors address the realities of developing systems in real-world situations, by covering the merits of a variety of possible solutions as well as using language and diagramming methods that represent industry practice... [more]

Information Modeling and Relational Databases, 2nd Edition

Information Modeling and Relational Databases, 2nd Edition
Terry Halpin
Tony Morgan

ISBN: 9780123735683
Copyright 2008

Terry Halpin, a pioneer in the development of ORM (Object-Role Modeling), blends conceptual information with practical instruction that will let you begin using ORM effectively as soon as possible. Supported by examples, exercises, and useful background information, his step-by-step approach teaches you to develop a natural-language-based ORM model, and then, where needed, abstract ER and UML models from it. This book will quickly make you proficient in the modeling technique that is proving vital to the development of accurate and efficient databases that best meet real business objectives... [more]

Foundations of Multidimensional And Metric Data Structures

Foundations of Multidimensional And Metric Data Structures
Hanan Samet
ISBN: 9780123694461
Copyright 2006

Foundations of Multidimensional and Metric Data Structures includes a thorough introduction; a comprehensive survey to spatial and multidimensional data structures and algorithms; and implementation details for the most useful data structures. Along with the hundreds of exercises and hundreds of illustrations, the result is an excellent and valuable reference tool for professionals and students in many areas, including computer graphics, databases, geographic information systems (GIS), game programming, image processing, pattern recognition, solid modeling, similarity retrieval, and VLSI design... [more]

DW 2.0: The Architecture for the Next Generation of Data Warehousing

DW 2.0
The Architecture for the Next Generation of Data Warehousing

W.H. Inmon
Derek Strauss
Genia Neushloss

ISBN: 9780123743190
Copyright 2008

DW 2.0 builds on the author's work implementing technology and architecture for the next generation data warehouse. DW 2.0 is the first new defined architecture for the data warehouse in 20 years, and helps to solve many problems in industry: analysis of unstructured data (data not in relational databases), the handling of ever increasing large volumes of data, the use of both technical and business metadata, and the flexibility needed for today's ever-changing business requirements... [more]

Oracle Performance Tuning for 10gr2, 2nd Edition

Oracle Performance Tuning for 10gr2, 2nd Edition
Gavin Powell
ISBN: 9781555583453
Copyright 2007

Gavin Powell shows that the central theme of Oracle10gR2 Performance Tuning is four-fold: denormalize data models to fit applications; tune SQL code according to both the data model and the application in relation to scalability; create a well-proportioned physical architecture at the time of initial Oracle installation; and most important, mix skill sets to obtain the best results. This edition is provides all necessary transition material from version 9i. Powell offers experienced guidance through real-world examples using large datasets... [more]

http://textbooks.elsevier.com/web/product_details.aspx?isbn=9780122205316&Search=9780122205316&SearchCriteria=ISBN

SQL
Practical Guide for Developers

Michael Donahoo
Gregory Speegle

ISBN: 9780122205316
Copyright 2005

Developed by authors who needed a good resource for students in their database class, this is an ideal supplement for your database courses—no matter what main text you use or what flavor of SQL is required. SQL: Practical Guide for Developers is a quick guide for computing professionals, programmers, and students to learn the basics in an easily digestible way. This book provides tutorial based instruction. The approach is vendor-neutral with a companion web site that includes information about DBMS-specific peculiarities. The focus of this book is on teaching concepts through concrete examples and explanations.... [more]

Data Mining, 3rd Edition<br />Concepts and Techniques

Data Mining:
Concepts and Techniques, 3rd Edition

Jiawei Han
Micheline Kamber
Jian Pei

ISBN: 9780123814791
Copyright 2006

Like previous editions, Data Mining: Concepts and Techniques, 3rd Edition equips students with a sound understanding of data mining principles and teaches proven methods for knowledge discovery in large corporate databases. Revisions incorporate input from instructors, changes in the field, and more material on statistics and machine learning. Written expressly for database students, this book begins with a conceptual introduction followed by a comprehensive and state-of-the-art coverage of concepts and techniques. Each chapter is a stand-alone guide to a critical topic, presenting proven algorithms and sound implementations ready to be used directly or with strategic modification against live data. Wherever possible, the authors raise and answer questions of utility, feasibility, optimization, and scalability... [more]

 Java Data Mining

Java Data Mining
Strategy, Standard, and Practice
A Practical Guide for architecture, design, and implementation

Mark F. Hornick
Erik Marcadé
Sunil Venkayala

ISBN: 9780123704528
Copyright 2007

Whether you are a software developer, systems architect, data analyst, or business analyst, if you want to take advantage of data mining in the development of advanced analytic applications, Java Data Mining (JDM) the new standard now implemented in core DBMS and data mining/analysis software, is a key solution component. Java Data Mining is the essential guide to the usage of the JDM standard interface, written by contributors to the JDM standard. This book discusses and illustrates how to solve real problems using JDMP API. The authors provide an overview of data mining and the problems it can address across industries. Learn JDM essentials with detailed code examples in Java. Explore the use of JDM from .... [more]

Data Mining, 3rd Edition<br />Practical Machine Learning Tools and Techniques

Data Mining:
Practical Machine Learning Tools and Techniques, 3rd Edition

Ian Witten
Eibe Frank
Mark Hall

ISBN: 9780123748560
Copyright 2011

This book offers a thorough grounding in machine learning concepts as well as practical advice on applying machine learning tools and techniques in real-world data mining situations. This highly anticipated third edition of the most acclaimed work on data mining and machine learning will teach you everything you need to know about preparing inputs, interpreting outputs, evaluating results, and the algorithmic methods at the heart of successful data mining. Thorough updates reflect the technical changes and modernizations that have taken place in the field since the last edition, including new material on Data Transformations, Ensemble Learning, Massive Data Sets, Multi-instance Learning, plus a new version of the popular Weka machine learning software developed by the authors. Witten, Frank, and Hall include both tried-and-true techniques of today as well as methods at the leading edge of contemporary research.... [more]

Data Preparation for Data Mining Using SAS

Data Preparation for Data Mining Using SAS
Mamdouh Refaat
ISBN: 9780123735775
Copyright 2007

Data Protection for Data Mining Using SAS introduces a framework for the process of data preparation for data mining, and presents the detailed implementation of each step in SAS. In addition, business applications of data mining modeling require you to deal with a large number of variables, typically hundreds if not thousands. This book provides you with a complete framework for the data preparation process. Discover a unique and comprehensive approach for the treatment of missing values, optimal binning and cardinality reduction. The complete SAS implementation code is included and readily usable by professional analysts and data miners.... [more]

 Fuzzy Modeling and Genetic Algorithms for Data Mining and Exploration

Fuzzy Modeling and Genetic Algorithms for Data Mining and Exploration
Earl Cox
ISBN: 9780121942755
Copyright 2005

Fuzzy Modeling and Genetic Algorithms for Data Mining and Exploration is a handbook for analysts, engineers, and managers involved in developing data mining models in business and government. As you’ll discover, fuzzy systems are extraordinarily valuable tools for representing and manipulating all kinds of data, and genetic algorithms and evolutionary programming techniques drawn from biology provide the most effective means for designing and tuning these systems.This book provides a nice background along with detailed instruction in methods that you can immediately put to work in your own projects. The author provides many diverse examples and also an extended example in which evolutionary strategies are used to create a complex scheduling system.... [more]

Bioinformatics: Managing Scientific Data

Bioinformatics
Managing Scientific Data

Zoé Lacroix
Terence Critchlow

ISBN: 9781558608290
Copyright 2004

Life science data integration and interoperability is one of the most challenging problems facing bioinformatics today. In the current age of the life sciences, investigators have to interpret many types of information from a variety of sources. Unfortunately, scientists are not currently able to easily identify and access this information because of the variety of semantics, interfaces, and data formats used by the underlying data sources. Bioinformatics: Managing Scientific Data tackles this challenge head-on by discussing the current approaches and variety of systems available to help bioinformaticians with this increasingly complex issue. The heart of the book lies in the collaboration efforts of eight distinct bioinformatics teams that describe their own unique approaches to data integration and interoperability... [more]

Data Management Courses
To find textbooks click the course headings below.

Algorithms/Advanced Data Structures (CS7) courses:

  • Algorithms

Database courses:

  • Database Design
  • Database Systems: Advanced Topics
  • Data Warehousing
  • Distributed Databases
  • Oracle
  • SQL—Programming
  • Data Mining
  • Bioinformatics
  • Probabilistic Methods for Bioinformatics
  • Probabilistic Methods for Financial and Marketing Informatics

Business Intelligence

  • Data Quality
  • Master Data Management
  • Data Modeling

 IT Governance

  • IT Architecture
  • IT Management
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