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Introduction This tutorial teaches you how to use the statistical programming language R to develop a business case simulation and analysis. It presents a methodology for conducting business case analysis that minimizes decision delay by focusing stakeholders on what matters most and suggests pathways for minimizing the risk in strategic and capital allocation decisions. Business case analysis, often conducted in spreadsheets, exposes decision makers to additional risks that arise just from the use of the spreadsheet environment. R has become one of the most widely used tools for reproducible quantitative analysis, and analysts fluent in this language are in high demand. The R language, traditionally used for statistical analysis, provides a more explicit, flexible, and extensible environment than spreadsheets for conducting business case analysis. The main tutorial follows the case in which a chemical manufacturing company considers constructing a chemical reactor and production facility to bring a new compound to market. There are numerous uncertainties and risks involved, including the possibility that a competitor brings a similar product online. The company must determine the value of making the decision to move forward and where they might prioritize their attention to make a more informed and robust decision. While the example used is a chemical company, the analysis structure it presents can be applied to just about any business decision, from IT projects to new product development to commercial real estate. The supporting tutorials include the perspective of the founder of a professional service firm who wants to grow his business and a member of a strategic planning group in a biomedical device company who wants to know how much to budget in order to refine the quality of information about critical uncertainties that might affect the value of a chosen product development pathway. What You’ll Learn: Set up a business case abstraction in an influence diagram to communicate the essence of the problem to other stakeholders Model the inherent uncertainties in the problem with Monte Carlo simulation using the R language Communicate the results graphically Draw appropriate insights from the results Develop creative decision strategies for thorough opportunity cost analysis Calculate the value of information on critical uncertainties between competing decision strategies to set the budget for deeper data analysis Construct appropriate information to satisfy the parameters for the Monte Carlo simulation when little or no empirical data are available Keywords Business case analysis Risk analysis Decision analysis Engineering economics Quantitative analysis R modeling R langauage R Business case simulation Monte Carlo simulation

The topic this book addresses originated from a panel discussion at the ACM SIGKDD (Special Interest Group on Knowledge Discovery and Data Mining) Conference held in Seattle, Washington, USA. We the editors organized the panel to promote discussion on how text mining and natural language processing, two related topics originating from very different disciplines, can best interact with each other, and benefit from each other’s strengths. It attracted a great deal of interest and was attended by 200 people from all over the world. We then guest-edited a special issue of ACM SIGKDD Explorations on the same topic, with a number of very interesting papers. At the same time, Springer believed this to be a topic of wide interest and expressed an interest in seeing a book published. After a year of work, we have put together 11 papers from international researchers on a range of techniques and applications.

Practical IPv6 for Windows Administrators is a handy guide to implementing IPv6 in a Microsoft Windows environment. This is the book you need if you are a Microsoft Windows Administrator confronted with IPv6 and in need of a quick resource to get up and going. The book covers the current state of IPv6 and its support in Microsoft Windows. It provides best-practices and other guidance toward successful implementation. This book is especially written with the goal of translating your current expertise in IPv4 into the new realm of IPv6. Special attention is given to dual-stack configurations, helping you to run IPv4 and IPv6 side-by-side and support both protocol versions during a transition period. Practical IPv6 for Windows Administrators is also a fast reference you can look at to get something done quickly. It covers IPv6 addressing, management of IPv6 from Powershell, Advanced Firewall configuration, and use of IPv6 in Hyper-V and virtual networking environments. You'll find practical examples showing how IPv6 integrates with all the standard tools you use for IPv4 today, tools like DNS and DHCP. You'll also find insider knowledge on IPv6 that can help avert stumbling points on the road to deployment. Provides a quick path from IPv4 expertise to IPv6 implementation Gives best-practices specific to Windows on IPv6 and dual stack networks Is chock full of practical examples showing how to manage IPv6 on Windows

Scripting in Java starts with the explanation of basic scripting concepts and mechanisms needed for implementating scripting languages on the Java platform. Next, it focuses on particular languages available for Java developers today, such as Groovy, BeanShell, Python (Jython), JavaScript (Rhino), etc. After these basic concepts, the book's topic is moved towards frameworks and patterns. This part of the book describes Apache BSF framework and the Scripting API (javax.script). It also introduces practical advices and design patterns for successful usage of scripting languages in Java projects. At the end, the Web Scripting Framework (javax.script.http) is described with examples of integration of PHP and Java web applications.

Practical Data Science with R lives up to its name. It explains basic principles without the theoretical mumbo-jumbo and jumps right to the real use cases you’ll face as you collect, curate, and analyze the data crucial to the success of your business. You’ll apply the R programming language and statistical analysis techniques to carefully explained examples based in marketing, business

You've experienced the shiny, point and click surface of your Linux computer—now dive below and explore its depths with the power of the command line. The Linux Command Line takes you from your very first terminal keystrokes to writing full programs in Bash, the most popular Linux shell. Along the way you'll learn the timeless skills handed down by generations of gray bearded, mouse shunning gurus: file navigation, environment configuration, command chaining, pattern matching with regular expressions, and more. In addition to that practical knowledge, author William Shotts reveals the philosophy behind these tools and the rich heritage that your desktop Linux machine has inherited from Unix supercomputers of yore. As you make your way through the book's short, easily digestible chapters, you'll learn how to: Create and delete files, directories, and symlinks Administer your system, including networking, package installation, and process management Use standard input and output, redirection, and pipelines Edit files with Vi, the world's most popular text editor Write shell scripts to automate common or boring tasks Slice and dice text files with cut, paste, grep, patch, and sed Once you overcome your initial "shell shock," you'll find that the command line is a natural and expressive way to communicate with your computer. Just don't be surprised if your mouse starts to gather dust.

最新版的《Perl程序设计<第四版>》！Perl创始人唯一相关书籍！学习Perl编程语言必备！ Programming Perl: Unmatched power for text processing and scripting By Tom Christiansen, brian d foy, Larry Wall, Jon Orwant Ph.D. Fourth edition 2012 | 1176 Pages | ISBN: 0596004923 | PDF | 20 MB Adopted as the undisputed Perl bible soon after the first edition appeared in 1991, Programming Perl is still the go-to guide for this highly practical language. Perl began life as a super-fueled text processing utility, but quickly evolved into a general purpose programming language that’s helped hundreds of thousands of programmers, system administrators, and enthusiasts, like you, get your job done. In this much-anticipated update to "the Camel," three renowned Perl authors cover the language up to its current version, Perl 5.14, with a preview of features in the upcoming 5.16. In a world where Unicode is increasingly essential for text processing, Perl offers the best and least painful support of any major language, smoothly integrating Unicode everywhere—including in Perl’s most popular feature: regular expressions. Important features covered by this update include: New keywords and syntax I/O layers and encodings New backslash escapes Unicode 6.0 Unicode grapheme clusters and properties Named captures in regexes Recursive and grammatical patterns Expanded coverage of CPAN Current best practices

The shell is a programming language. Don’t let anyone tell you otherwise. The shell is not just glue that sticks bits together. The shell is a lot more than a tool that runs other tools. The shell is a complete programming language! When a Linux user asked me about membership databases, I asked him what he really needed. He wanted to store names and addresses for a couple of hundred members and print mailing labels for each of them. I recommended using a text editor to store the information in a text file, and I provided a shell script to create the labels in PostScript. (The script, ps-labels, appeared in my first book, Shell Scripting Recipes: A Problem-Solution Approach.) When the SWEN worm was dumping hundreds of megabytes of junk into my mailbox every few minutes, I wrote a shell script to filter them out on the mail server and download the remaining mail to my home computer. That script has been doing its job for several years. I used to tell people that I did most of my programming in the shell but switched to C for anything that needed the extra speed. It has been several years since I have needed to use C, so I no longer mention it. I do everything in the shell. A shell script is as much a program as anything written in C, Python, or any other language. Just because shell scripts are easier to write doesn’t mean they should take a backseat to compiled programs or other scripting languages. I use the terms script and program interchangeably when referring to tasks written in the shell.

This book is a collection of recipes for the working Linux sysadmin–a set of stand-alone quick guides and tips that you can keep on your desk for easy reference. Hardcore in-depth manuals are great when you have the time to sit down and read through them thoroughly, but that’s not always the case when you have a bug that you needed fixed yesterday. This book is aimed at giving you tools to fix problems faster but also to help you set up software and systems to avoid problems showing up in the first place. Or at least to help you catch them sooner and solve them faster when they do show up. I wrote this because when working as a sysadmin, I spent a lot of time hunting for just this sort of information. This is a collection of things that I’ve personally found useful and wanted to share with other people in my position.

Foreword In April 2005, Linus Torvalds published the very first version of Git, the distributed version control system that is the topic of this book, and started managing the Linux kernel project with it. Countless online pages have been written about Git by third parties since then, but many of them are unfortunately obsolete—not in the sense that the procedures they teach no longer work, but in the sense that there are better ways to do the same things more effectively with more modern versions of Git. The rate at which Git has undergone vast improvements both in capability and usability has been simply too rapid for those pages to keep up. For a long time, the user manual and the documentation that came with Git were the only up-to-date and accurate sources of information, but they were primarily written by the people who built Git. The Git community sorely lacked good introductory material written from the perspective of the end user. Enter Scott Chacon, the author of this book, who is also behind git-scm.com, the popular online resource that has become the default home site for Git documentation. In this latest book, Scott makes effective use of graphics to explain the key concepts and writes in plain and clear language to give a readable overview of how to work with Git. After you gain a solid understanding from this book, I hope you will find yourself being more productive and using Git more effectively. And, more important, I hope you will enjoy using Git. Junio C Hamano Git Project Leader

Database Performance Tuning and Optimization Publisher: Springer | Pages: 510 | 2002-12-13 | ISBN: 0387953930 | PDF | 2 MB Product Description: Examples abound in database applications of well-formulated queries running slowly, even if all levels of the database are properly tuned. It is essential to address each level separately by focusing first on underlying principles and root causes, and only then proposing both theoretical and practical solutions. "Database Performance Tuning and Optimization" comprehensively addresses each level separately by focusing first on underlying principles and root causes, and then proposes both theoretical and practical solutions using Oracle 8i examples as the RDBMS. The book combines theory with practical tools (in the form of Oracle and UNIX shell scripts) to address the tuning and optimization issues of DBAs and developers, irrespective of whether they use Oracle. Topics and features: * An integrated approach to tuning by improving all three levels of a database (conceptual, internal, and external) for optimal performance * Balances theory with practice, developing underlying principles and then applying them to other RDBMSs, not just Oracle * Includes CD-ROM containing all scripts and methods utilized in the book * Coverage of data warehouses provides readers much needed principles and tools for tuning large reporting databases * Coverage of web-based databases * Appendix B shows how to create an instance and its associated database and all its objects * Provides useful exercises, references, and Oracle 8i and select 9i examples Based on nearly two decades of experience as an Oracle developer and DBA, the author delivers comprehensive coverage of the fundamental principles and methodologies of tuning and optimizing database performance. Database professionals and practitioners with some experience developing, implementing, and maintaining relational databases will find the work an essential resource. It is also suitable for professional short courses and self-study purposes.

完整介绍了从安装FreeBSD到服务配置到系统定制的操作过程。 虽然是2003年出版的，依然具有可看性。