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O'Reilly Data Science Books

2013-08-09 – 2026-02-25 Oreilly Visit website ↗

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Collection of O'Reilly books on Data Science.

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Quantitative Corpus Linguistics with R

The first textbook of its kind, Quantitative Corpus Linguistics with R demonstrates how to use the open source programming language R for corpus linguistic analyses. Computational and corpus linguists doing corpus work will find that R provides an enormous range of functions that currently require several programs to achieve – searching and processing corpora, arranging and outputting the results of corpus searches, statistical evaluation, and graphing.

Building Dashboards for Windows SharePoint Services 3.0 Using SharePoint Designer 2007

In this Wrox Blox, you'll learn how to create powerful Dashboards for Windows SharePoint Services 3.0. First, we introduce Web Part Pages and some of the out-of-the box Web Parts available in WSS. We then look at how to use Web Part Connections to add interactivity to our Dashboards. Later we create advanced Dashboard Views using the Data Form Web Part available with SharePoint Designer 2007. While the author focuses on Windows SharePoint Services, all of the topics discussed also apply to Microsoft Office SharePoint Server 2007 as it is a superset of WSS. This Wrox Blox will be valuable for anyone wishing to share data on their SharePoint site.

Introduction to Data Technologies

Written by a member of the R Development Core Team, this resource provides important information on how to work with research data. It contains a collection of diverse, computer-related topics, connecting them through numerous, real-world case studies. The author describes open source technologies and open standards and devotes separate chapters to each computer language, including HTML, XML, SQL, and R. Explanatory diagrams aid in understanding important concepts, helping readers perform research tasks with ease. In addition, the author's website includes a suite of exercises as well as the code and data sets used in the case studies.

Smart Business Intelligence Solutions with Microsoft® SQL Server® 2008

Get the end-to-end instruction you need to design, develop, and deploy more effective data integration, reporting, and analysis solutions using SQL Server 2008—whether you’re new to business intelligence (BI) programming or a seasoned pro. With real-world examples and insights from an expert team, you’ll master the concepts, tools, and techniques for building solutions that deliver intelligence—and business value—exactly where users want it. Discover how to: Manage the development life cycle and build a BI team Dig into SQL Server Analysis Services, Integration Services, and Reporting Services Navigate the Business Intelligence Development Studio (BIDS) Write queries that rank, sort, and drill down on sales data Develop extract, transform, and load (ETL) solutions Add a source code control system Help secure packages for deployment via encryption and credentials Use MDX and DMX Query Designers to build reports based on OLAP cubes and data mining models Create and implement custom objects using .NET code View reports in Microsoft Office Excel and Office SharePoint Serverook

Getting Your Money's Worth from Training and Development: A Guide to Breakthrough Learning for Managers

This book fills a need for trainers, participants, and managers by providing a practical guide on how to get the most from a learning and development program. The book offers proven tools that help training participants get the most from the programs and includes the tools necessary to the transfer and application of critical new learning. The book explains how to create an environment that supports the participant's successful transition from program learning to producing valuable results. The tools and suggestions are a formula for success that will add value to virtually any learning and development initiative.

Data Mining Techniques in Grid Computing Environments

Based around eleven international real life case studies and including contributions from leading experts in the field this groundbreaking book explores the need for the grid-enabling of data mining applications and provides a comprehensive study of the technology, techniques and management skills necessary to create them. This book provides a simultaneous design blueprint, user guide, and research agenda for current and future developments and will appeal to a broad audience; from developers and users of data mining and grid technology, to advanced undergraduate and postgraduate students interested in this field.

Bioinformatics for Vaccinology

"... this book was written from start to finish by one extremely dedicated and erudite individual. The author has done an excellent job of covering the many topics that fall under the umbrella of computational biology for vaccine design, demonstrating an admirable command of subject matter in fields as disparate as object-oriented databases and regulation of T cell response. Simply put, it has just the right breadth and depth, and it reads well. In fact, readability is one of its virtues—making the book enticing and useful, all at once..." Human Vaccines, 2010 "... This book has several strong points. Although there are many textbooks that deal with vaccinology, few attempts have been made to bring together descriptions of vaccines in history, basic bioinformatics, various computational solutions and challenges in vaccinology, detailed experimental methodologies, and cutting-edge technologies... This book may well serve as a first line of reference for all biologists and computer scientists..." –Virology Journal, 2009 Vaccines have probably saved more lives and reduced suffering in a greater number of people than any other medical intervention in human history, succeeding in eradicating smallpox and significantly reducing the mortality and incidence of other diseases. However, with the emergence of diseases such as SARS and the threat of biological warfare, vaccination has once again become a topic of major interest in public health. Vaccinology now has at its disposal an array of post-genomic approaches of great power. None has a more persuasive potential impact than the application of computational informatics to vaccine discovery; the recent expansion in genome data and the parallel increase in cheap computing power have placed the bioinformatics exploration of pathogen genomes centre stage for vaccine researchers. This is the first book to address the area of bioinformatics as applied to rational vaccine design, discussing the ways in which bioinformatics can contribute to improved vaccine development by introducing the subject of harnessing the mathematical and computing power inherent in bioinformatics to the study of vaccinology putting it into a historical and societal context, and exploring the scope of its methods and applications. Bioinformatics for Vaccinology is a one-stop introduction to computational vaccinology. It will be of particular interest to bioinformaticians with an interest in immunology, as well as to immunologists, and other biologists who need to understand how advances in theoretical and computational immunobiology can transform their working practices.

Xcelsius® 2008 Dashboard Best Practices

THE DEFINITIVE, COMPREHENSIVE, OFFICIAL GUIDE TO XCELSIUS 2008 DASHBOARDS Using Xcelsius, you can create powerful, interactive dashboards, gather data from spreadsheets or databases, and deliver knowledge that can be instantly understood and acted upon. Now there’s a definitive, authoritative guide to making the most of Xcelsius 2008, the newest version of this breakthrough product. Loren Abdulezer, editor-in-chief of Xcelsius Journal, shares insider’s knowledge that goes far beyond any other book or online help resource. Abdulezer introduces Xcelsius 2008, reviews its core concepts, and demonstrates the wide range of dashboards it can create. After you know what’s possible, you’ll go deep inside Xcelsius, gaining hands-on experience with every feature you need to master. You’ll learn how to quickly represent any data with charting components; use dials, gauges, and speedometers; incorporate multiple layers in your dashboards and visualizations; use Xcelsius to perform more useful analyses and manage more interactively; work with maps, demographics, and segmented data; create “smart data” and alerts; and much more. Abdulezer offers tips and tricks you won’t find anywhere else. You’ll learn how to work with data that isn’t rock-solid--and even how to create your own custom components that go beyond Xcelsius’s built-in features. Whether you’re a business intelligence or database professional, power user, developer, or consultant, this book will help you create superior Xcelsius dashboards--and make better decisions. THE ONLY XCELSIUS 2008 DASHBOARDING BOOK YOU NEED Use Xcelsius 2008 to get better answers, identify emerging trends and opportunities, and manage more effectively Learn hands-on, through step-by-step examples using real business data Discover tips and tricks proven in real-world environments Deliver dashboard content in whatever format works best: as HTML pages, PowerPoint presentations, PDF files, or Word documents Fully leverage the information in your Excel spreadsheets--and go beyond Excel to use XML source data, too Implement Xcelsius best practices drawn from the hard-won knowledge of the entire global user community ON THE WEB Registered owners of the book can find all this and more online: All sample files used in the book Additional guides and tutorials to help you build dashboards Templates and example files for new dashboard interfaces Introduction 1 Part I Xcelsius 2008 Fundamentals 1 Motivation for Using Xcelsius 2008 11 2 Showcase of Xcelsius 2008 Dashboards 33 3 Getting Familiar with Xcelsius 2008 43 4 Embedded Spreadsheets: The Secret Sauce of Xcelsius 2008 69 5 Using Charts and Graphs to Represent Data 127 6 Single Value Components: Dials, Gauges, Speedometers, and the Like 157 Part II Xcelsius 2008 Best Practices and Techniques 7 Using Multi-Layer Visibility in Your Dashboards and Visualizations 181 8 Managing Interactivity 203 9 Xcelsius and Statistics 229 10 Financial Analysis 257 11 Maps in Xcelsius 275 12 Smart Data and Alerts 297 13 Working with Less-Than-Optimal Data 315 14 Other Dashboard Techniques and Practices 337 Part III Advanced Features 15 XML and Data Connectivity 353 16 Creating Custom Components for Fun and Profit 371 Part IV Appendices A Supported Spreadsheet Functions in Xcelsius 2008 401 B Xcelsius Product Family Comparison 415 C Xcelsius Best Practice Techniques and Hip Pocket Tips 425 Index 431

Mathematica DeMYSTiFied

Need to learn MATHEMATICA? Problem SOLVED! Take full advantage of all the powerful capabilities of Mathematica with help from this hands-on guide. Filled with examples and step-by-step explanations, Mathematica Demystified takes you from your very first calculation all the way to plotting complex fractals. Using an intuitive format, this book explains the fundamentals of Mathematica up front. Learn how to define functions, create 2-D graphs of functions, write basic programs, and use modules. You'll move on to 3-D graphics, calculus, polynomial, linear, and differential equations, dynamical systems, and fractals. Hundreds of examples with concise explanations make it easy to understand the material, and end-of-chapter quizzes and a final exam help reinforce learning. This self-teaching guide offers: A quick way to get up and running on Mathematica Coverage of Mathematica 6 and 7 Tips for avoiding and correcting syntax errors Details on creating slideshow presentations of your work No unnecessary technical jargon A time-saving approach to performing better on an exam or at work! Simple enough for a beginner, but challenging enough for an advanced user, Mathematica Demystified is your shortcut to mastering this fully integrated technical computing software.

The Manga Guide to Statistics

Think you can't have fun learning statistics? Think again. The Manga Guide to Statistics will teach you everything you need to know about this essential discipline, while entertaining you at the same time. With its unique combination of Japanese-style comics called manga and serious educational content, the EduManga format is already a hit in Japan. In The Manga Guide to Statistics, our heroine Rui is determined to learn about statistics to impress the dreamy Mr. Igarashi and begs her father for a tutor. Soon she's spending her Saturdays with geeky, bespectacled Mr. Yamamoto, who patiently teaches her all about the fundamentals of statistics: topics like data categorization, averages, graphing, and standard deviation. After all her studying, Rui is confident in her knowledge of statistics, including complex concepts like probability, coefficients of correlation, hypothesis tests, and tests of independence. But is it enough to impress her dream guy? Or maybe there's someone better, right in front of her? Reluctant statistics students of all ages will enjoy learning along with Rui in this charming, easy-to-read guide, which uses real-world examples like teen magazine quizzes, bowling games, test scores, and ramen noodle prices. Examples, exercises, and answer keys help you follow along and check your work. An appendix showing how to perform statistics calculations in Microsoft Excel makes it easy to put Rui's lessons into practice. This EduManga book is a translation from a bestselling series in Japan, co-published with Ohmsha, Ltd. of Tokyo, Japan.

Head First Statistics

Wouldn't it be great if there were a statistics book that made histograms, probability distributions, and chi square analysis more enjoyable than going to the dentist? Head First Statistics brings this typically dry subject to life, teaching you everything you want and need to know about statistics through engaging, interactive, and thought-provoking material, full of puzzles, stories, quizzes, visual aids, and real-world examples. Whether you're a student, a professional, or just curious about statistical analysis, Head First's brain-friendly formula helps you get a firm grasp of statistics so you can understand key points and actually use them. Learn to present data visually with charts and plots; discover the difference between taking the average with mean, median, and mode, and why it's important; learn how to calculate probability and expectation; and much more. Head First Statistics is ideal for high school and college students taking statistics and satisfies the requirements for passing the College Board's Advanced Placement (AP) Statistics Exam. With this book, you'll: Study the full range of topics covered in first-year statistics Tackle tough statistical concepts using Head First's dynamic, visually rich format proven to stimulate learning and help you retain knowledge Explore real-world scenarios, ranging from casino gambling to prescription drug testing, to bring statistical principles to life Discover how to measure spread, calculate odds through probability, and understand the normal, binomial, geometric, and Poisson distributions Conduct sampling, use correlation and regression, do hypothesis testing, perform chi square analysis, and more Before you know it, you'll not only have mastered statistics, you'll also see how they work in the real world. Head First Statistics will help you pass your statistics course, and give you a firm understanding of the subject so you can apply the knowledge throughout your life.

Crystal Reports 2008: The Complete Reference

Your One-Stop Guide to Enterprise Reporting with Crystal Reports 2008 Transform disconnected corporate data into compelling, interactive business intelligence using all of the powerful tools available in Crystal Reports 2008. Through detailed explanations, real-world examples, and expert advice, this comprehensive guide shows you how to create, maintain, and distribute dynamic, visually appealing enterprise database reports. Crystal Reports 2008: The Complete Reference explains how to select and gather pertinent business data, organize it into manageable groups, and assemble it into user-friendly business reports. You will learn how to improve report interactivity with sort controls and the parameter panel; solve complex reporting problems with cross-tabs and subreports; integrate Crystal Xcelsius dashboards; reduce development time; and publish your results to Web and Windows applications. Integrate pictures, multimedia files, graphs, and charts Allow user-controlled report sorting with new sort controls Develop sophisticated formulas and custom functions with the Formula Workshop Embed Flash files, including Xcelsius 2008 interactive dashboards Create complex cross-tab reports with new derived rows and columns Export reports into Word, Excel, Acrobat, and updated XML formats Enhance Web interactivity with the new parameter panel and optional parameter fields Work with SQL databases, OLAP cubes, and proprietary systems Centralize design elements and auto-update reports using the repository Schedule and distribute reports with the latest BusinessObjects Enterprise XI 3.0 Embed reports in Web and Windows applications using Visual Studio 2008

Statistics in a Nutshell

Need to learn statistics as part of your job, or want some help passing a statistics course? Statistics in a Nutshell is a clear and concise introduction and reference that's perfect for anyone with no previous background in the subject. This book gives you a solid understanding of statistics without being too simple, yet without the numbing complexity of most college texts. You get a firm grasp of the fundamentals and a hands-on understanding of how to apply them before moving on to the more advanced material that follows. Each chapter presents you with easy-to-follow descriptions illustrated by graphics, formulas, and plenty of solved examples. Before you know it, you'll learn to apply statistical reasoning and statistical techniques, from basic concepts of probability and hypothesis testing to multivariate analysis. Organized into four distinct sections, Statistics in a Nutshell offers you: Introductory material: Different ways to think about statistics Basic concepts of measurement and probability theory Data management for statistical analysis Research design and experimental design How to critique statistics presented by others Basic inferential statistics: Basic concepts of inferential statistics The concept of correlation, when it is and is not an appropriate measure of association Dichotomous and categorical data The distinction between parametric and nonparametric statistics Advanced inferential techniques: The General Linear Model Analysis of Variance (ANOVA) and MANOVA Multiple linear regression Specialized techniques: Business and quality improvement statistics Medical and public health statistics Educational and psychological statistics Unlike many introductory books on the subject, Statistics in a Nutshell doesn't omit important material in an effort to dumb it down. And this book is far more practical than most college texts, which tend to over-emphasize calculation without teaching you when and how to apply different statistical tests. With Statistics in a Nutshell, you learn how to perform most common statistical analyses, and understand statistical techniques presented in research articles. If you need to know how to use a wide range of statistical techniques without getting in over your head, this is the book you want.

Integrating and Extending BIRT

The world-wide developer community has downloaded over three million copies of BIRT (Business Intelligence and Reporting Tools) from the Eclipse web site. Built on the open-source Eclipse platform, BIRT is a powerful reporting system that provides an end-to-end solution, from creating and deploying reports to integrating report capabilities in enterprise applications. The second of a two-book series on business intelligence and reporting technology, introduces programmers to BIRT architecture and the reporting framework. BIRT technology makes it possible for a programmer to build a customized report using scripting and BIRT APIs. A programmer can also extend the BIRT framework by creating a new plug-in using the Eclipse Plug-in Development Environment. This book provides extensive examples on how to build plug-ins to extend the features of the BIRT framework. The source code for these examples is available for download. Integrating and Extending BIRT, Second Edition The topics discussed include Installing and deploying BIRT Deploying a BIRT report to an application server Understanding BIRT architecture Scripting in a BIRT report design Integrating BIRT functionality into applications Working with the BIRT extension framework This second edition, revised and expanded, adds the following new content Updated architectural diagrams Expanded scripting examples Tag library descriptions In-depth description of BIRT Web Viewer Configuring BIRT to use a JNDI connection XML report rendering plug-in example Fragment plug-in localization example Open Data Access (ODA) plug-in example implementing the new Data Tools Platform (DTP) design and run-time wizards

BIRT: A Field Guide to Reporting

The world-wide developer community has downloaded over three million copies of BIRT (Business Intelligence and Reporting Tools) from the Eclipse web site. Built on the open-source Eclipse platform, BIRT is a powerful reporting system that provides an end-to-end solution, from creating and deploying reports to integrating report capabilities in enterprise applications. The first in a two-book series about this exciting technology, is the authoritative guide to using BIRT Report Designer, the graphical tool that enables users of all levels to build reports, simple to sophisticated, without any programming. BIRT, Second Edition: A Field Guide to Reporting is an essential resource for users who want to create presentation quality reports from day one. The extensive examples, step-by-step instructions, and abundant illustrations help new users develop their report design skills quickly. Power users can find the information they need to make the most of the product’s rich set of features to build complex and compelling reports. By the time you finish this book, you learn the following and more BIRT, Second Edition: A Field Guide to Reporting Design effective business and corporate reports that convey information through images, charts, tables, and cross tabs Build reports using data from a variety of sources, including databases, XML documents, spreadsheets, and web services Enliven reports with interactive features, such as hyperlinks, Tooltips, and highlighting Create consistently styled reports and collaborate with other report designers through the use of templates and libraries of reusable elements Localize reports for an international audience This second edition, revised and expanded, adds updated examples and covers all the new and improved product features, including Cross tabs and OLAP cubes New chart types, including Gantt, bubble, tube, and cone charts Web services as a new data source New report output formats, including doc, ppt, xls, and PostScript The capability for reports to reference CSS Localization of report parameter and data values

R Programming for Bioinformatics

Due to its data handling and modeling capabilities as well as its flexibility, R is becoming the most widely used software in bioinformatics. R Programming for Bioinformatics explores the programming skills needed to use this software tool for the solution of bioinformatics and computational biology problems. Drawing on the author’s first-hand experiences as an expert in R, the book begins with coverage on the general properties of the R language, several unique programming aspects of R, and object-oriented programming in R. It presents methods for data input and output as well as database interactions. The author also examines different facets of string handling and manipulations, discusses the interfacing of R with other languages, and describes how to write software packages. He concludes with a discussion on the debugging and profiling of R code. With numerous examples and exercises, this practical guide focuses on developing R programming skills in order to tackle problems encountered in bioinformatics and computational biology.

Mind Mapping For a Business Advantage

Today's information environment demands that we all save time, improve efficiency, and be more creative in our thinking. Mind Mapping is an essential business tool you can add to your intellectual armory. This Infoline will introduce you to the concept of Mind Mapping. You will learn how to read and create Mind Maps, use Mind Maps for common business and training processes, and increase your creativity and effectiveness by using Mind Maps. Trainers can more specifically use Mind Maps to outline prospective courses or programs, illustrate a business case for new projects or funding, organize training program content, l generate ideas during meetings and training sessions, andl draw connections between business needs and developmental efforts.

The Little SAS® Book: A Primer, Fourth Edition

Now in its fourth edition, The Little SAS Book is a classic, helping many people learn SAS programming. Authors Lora Delwiche and Susan Slaughter's friendly, easy-to-read writing style gently introduces readers to the most commonly used features of the SAS language. Topics include basic SAS concepts such as the DATA and PROC steps, inputting data, modifying and combining data sets, summarizing data, producing reports, and debugging SAS programs. Each topic is presented in a self-contained two-page layout complete with examples and graphics. This clear and concise format enables new users to get up and running quickly, while the examples allow readers to type in the program and see it work! New topics in the fourth edition include ODS Graphics for statistical procedures, PROC SGPLOT for graphics, creating new variables in PROC REPORT with a COMPUTE block, WHERE= data set option, SORTSEQ=LINGUISTIC option in PROC SORT, and more functions, including ANYALPHA, CAT, PROPCASE, and YRDIF.

Time Series Analysis: Forecasting and Control, Fourth Edition

A modernized new edition of one of the most trusted books on time series analysis. Since publication of the first edition in 1970, Time Series Analysis has served as one of the most influential and prominent works on the subject. This new edition maintains its balanced presentation of the tools for modeling and analyzing time series and also introduces the latest developments that have occurred n the field over the past decade through applications from areas such as business, finance, and engineering. The Fourth Edition provides a clearly written exploration of the key methods for building, classifying, testing, and analyzing stochastic models for time series as well as their use in five important areas of application: forecasting; determining the transfer function of a system; modeling the effects of intervention events; developing multivariate dynamic models; and designing simple control schemes. Along with these classical uses, modern topics are introduced through the book's new features, which include: A new chapter on multivariate time series analysis, including a discussion of the challenge that arise with their modeling and an outline of the necessary analytical tools New coverage of forecasting in the design of feedback and feedforward control schemes A new chapter on nonlinear and long memory models, which explores additional models for application such as heteroscedastic time series, nonlinear time series models, and models for long memory processes Coverage of structural component models for the modeling, forecasting, and seasonal adjustment of time series A review of the maximum likelihood estimation for ARMA models with missing values Numerous illustrations and detailed appendices supplement the book,while extensive references and discussion questions at the end of each chapter facilitate an in-depth understanding of both time-tested and modern concepts. With its focus on practical, rather than heavily mathematical, techniques, time Series Analysis, Fourth Edition is the upper-undergraduate and graduate levels. this book is also an invaluable reference for applied statisticians, engineers, and financial analysts.

Crystal Reports® 2008 For Dummies®

A report is only useful if those who receive it understand what it means. Knowing how to use Crystal Reports gives you the edge in producing reports from your database that really are crystal clear. Crystal Reports 2008 For Dummies is a quick and easy guide to get you going with the latest version of this bestselling report-writing software. In fact, it’s so popular that previous editions have made it a bestseller too. Crystal Reports 2008 For Dummies gives you just what you should know to produce the reports you’ll need most often, including how to: Pull specific information from your database, sort and group it, and find the details you need Use dynamic or cascading prompts Troubleshoot and print reports and save time with templates View reports on your LAN Write formulas to retrieve specific information Create and update OLAP reports Format reports, control page breaks, and even add graphics or Flash files Enhance your reports with charts and maps Use Crystal Reports in the enterprise There’s also a companion Web site with sample reports from the book and links to sites with more related information. With Crystal Reports 2008 For Dummies by your side, you’ll soon be able to create reports from simple to spectacular, whenever the need arises.

IBM Cognos 8 Business Intelligence: The Official Guide

The Only Authorized Guide to IBM Cognos 8 Business Intelligence Develop, deploy, and maintain a complete BI solution across your enterprise. IBM Cognos 8 Business Intelligence: The Official Guide shows you how to take full advantage of the robust service-oriented architecture and simplified role-based user interfaces. Learn how to create, share, and analyze data-rich reports that lead to increased productivity and better business decisions. Featuring real-world insight and expert tips, this is a must-have guide for IBM Cognos 8 Business Intelligence users of all levels, from administrators to end users. Measure and monitor performance using dashboards and scorecards Assign user roles and privileges Provide complete and consistent access to a broad range of data sources via Cognos Connection Use Cognos 8 Go! to extend BI to Office applications, mobile devices, and search engines Enable business users to create reports with Query Studio Develop new insights by exploring data in multiple dimensions and perspectives with Analysis Studio Build Dimensional Reports with Report Studio Use Event Studio to identify and deliver mission-critical information Create, modify, organize, and publish a model from Cognos Framework Manager Implement sound security measures Take advantage of the management tools in Cognos Administration to ensure maximum reliability and availability