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› Find signed collectible books: 'The Benchmark Handbook: For Database and Transaction Processing Systems'
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› Find signed collectible books: 'Brush Lettering Step by Step'
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› Find signed collectible books: 'Data Mining: Practical Machine Learning Tools and Techniques With Java Implementations'
Data mining techniques are used to power intelligent software, both on and off the Internet. Data Mining: Practical Machine Learning Tools explains the magic behind information extraction in a book that succeeds at bringing the latest in computer science research to any IS manager or developer. In addition, this book provides an opportunity for the authors to showcase their powerful reusable Java class library for building custom data mining software.
This text is remarkable with its comprehensive review of recent research on machine learning, all told in a very approachable style. (While there is plenty of math in some sections, the authors' explanations are always clear.) The book tours the nature of machine learning and how it can be used to find predictive patterns in data comprehensible to managers and developers alike. And they use sample data (for such topics as weather, contact lens prescriptions, and flowers) to illustrate key concepts.
After setting out to explain the types of machine learning models (like decision trees and classification rules), the book surveys algorithms used to implement them, plus strategies for improving performance and the reliability of results. Later the book turns to the authors' downloadable Weka (rhymes with "Mecca") Java class library, which lets you experiment with data mining hands-on and gets you started with this technology in custom applications. Final sections look at the bright prospects for data mining and machine learning on the Internet (for example, in Web search engines).
Precise but never pedantic, this admirably clear title delivers a real-world perspective on advantages of data mining and machine learning. Besides a programming how-to, it can be read profitably by any manager or developer who wants to see what leading-edge machine learning techniques can do for their software. --Richard Dragan
Topics covered: Data mining and machine learning basics, sample datasets and applications for data mining, machine learning vs. statistics, the ethics of data mining, generalization, concepts, attributes, missing values, decision tables and trees, classification rules, association rules, exceptions, numeric prediction, clustering, algorithms and implementations in Java, inferring rules, statistical modeling, covering algorithms, linear models, support vector machines, instance-based learning, credibility, cross-validation, probability, costs (lift charts and ROC curves), selecting attributes, data cleansing, combining multiple models (bagging, boosting, and stacking), Weka (reusable Java classes for machine learning), customizing Weka, visualizing machine learning, working with massive datasets, text mining, and e-mail and the Internet. [via]
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› Find signed collectible books: 'Database: Principles, Programming, Performance'
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› Find signed collectible books: 'Fort Ellsworth, Kansas'
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› Find signed collectible books: 'A Guide to Money Advice'
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› Find signed collectible books: 'A Guide to Money Advice in Scotland'
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› Find signed collectible books: 'Inside Microsoft SQL Server 2000'
Inside Microsoft SQL Server 2000 has the details you need to design Microsoft database servers that will achieve the best possible performance. For one thing, author Kalen Delaney (who used Ron Soukoup's fantastic first edition as a starting point) explains how SQL Server 2000 works at a level that will interest all database administrators. She packs in the sort of minutiae that can make a real difference in the performance of especially large or complex data-storage structures, explaining what goes on inside the database management system (DBMS) when it's presented with various commands, and using that information to back up her abundant advice on the right way to design, build, and operate databases under SQL Server 2000.
Delaney makes extensive use of DBCC PAGE dumps to show what's going on in the databases that demonstrate concepts (incidentally, that utility is documented, as well as the others in the DBCC toolbox). In a typical section, DBCC PAGE is used to show how index pages work. There's careful attention to database structure at the byte level too, with conceptual diagrams that explain how pointers work and how strings of bytes combine to represent stored data. It's the sort of detail you need if you'll be writing software for SQL Server 2000, or need to extract maximum performance from the DBMS itself.
Topics covered: Microsoft SQL Server 2000 internals, especially data structures and the behaviour of queries. Table design is emphasised, especially indexing decisions. Transact-SQL programming, including the use of cursors, gets lots of attention. --David Wall [via]
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› Find signed collectible books: 'Joe Celko's SQL for Smarties: Advanced SQL Programming'
In the SQL database community, Joe Celko is a well-known columnist and purveyor of valuable insights. In Joe Celko's SQL for Smarties: Advanced SQL Programming, he picks up where basic SQL training and experience leaves many database professionals and offers tips, techniques, and explanations that help readers extend their capabilities to top-tier SQL programming.
Although Celko denies that the book is about database theory, he nevertheless alludes to theory often to buttress his practical points. This title is not for novices, as the author points out. Instead, its intended audience is SQL programmers with at least a year's experience. The book maintains a fine balance between technical discussion and practical explanation--picking hot topics and offering advice on a wide range of issues.
The book uses ANSI SQL-89 as its baseline standard, with some mention of SQL-92 features. It does not, however, focus on any commercial product; this guide zeroes in on the SQL language. Celko covers all aspects of database design, optimization, and manipulation, with easy-to-understand explanations of key issues such as why not to use too many nulls, how to use practical normalization, and how to optimize queries.
This insightful text is manna for all the day-to-day SQL coders banging their heads over the language's subtle challenges. --Stephen W. Plain
Topics covered: Database design and normalization, SQL data types, querying, grouping, set operations, optimization, data scaling, and encoding. [via]
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› Find signed collectible books: 'Managing Debt: A Guide for Older People'
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› Find signed collectible books: 'Maritime Terror: Protecting Yourself, Your Vessel, and Your Crew Against Piracy'
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› Find signed collectible books: 'Sweeter As the Days Go by'
Celebrate the rich heritage of Southern Gospel Music with this definitive choral collection containing 15 timeless Southern Gospel favorites. You'll find these songs will evoke memories of the All-Day Singin' and Dinner on the Grounds you knew growing up, while creating new memories as you perform them today. Take a musical journey to the homeland with these Southern Gospel melodies that simply get Sweeter As The Days Go By. Songs include: Champion Of Love * Going Home * He'll Do It Again * Heaven Medley (The Old Gospel Ship/Goodbye/World, Goodbye/I'll Fly Away) * I Shall Wear A Crown * Love Grew Where The Blood Fell * Midnight Cry * Salvation Medley (I'm Saved And I Know That I Am/Amazing Grace) * Sweeter As The Days Go By * The Blood-Bought Church * The Old Rugged Cross Made the Difference * When He Was On The Cross. [via]
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› Find signed collectible books: 'Transaction Processing: Concepts and Techniques'
This is the one book you ought to have if you want to expand your knowledge of online transaction processing (OLTP) and learn how to apply it to the real world. Transaction Processing completely covers the problems faced by OLTP systems and discusses fault tolerance and recovery--the ability of a system to withstand failures of various kinds without dropping the ball. Additionally, Gray and Reuter cover system architecture decisions, monitoring, concurrence (including locks and isolation), scheduling (including deadlock resolution), and file systems. The book concludes with a discussion (circa 1993) of the merits of various hardware and software used in OLTP systems. Although there is no companion CD-ROM with Transaction Processing, the authors do illustrate many of the book's concepts with C source code. As this is a college textbook, you can expect some dry prose and academic approaches to certain problems. Nonetheless, the authors' writing is clear and easy to follow. [via]
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› Find signed collectible books: 'Writing to Win'
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