Minggu, 18 November 2012

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Getting Started with Python Data Analysis, by Phuong Vo.T.H, Martin Czygan

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Getting Started with Python Data Analysis, by Phuong Vo.T.H, Martin Czygan

Learn to use powerful Python libraries for effective data processing and analysis

About This Book
  • Learn the basic processing steps in data analysis and how to use Python in this area through supported packages, especially Numpy, Pandas, and Matplotlib
  • Create, manipulate, and analyze your data to extract useful information to optimize your system
  • A hands-on guide to help you learn data analysis using Python
Who This Book Is For

If you are a Python developer who wants to get started with data analysis and you need a quick introductory guide to the python data analysis libraries, then this book is for you.

What You Will Learn
  • Understand the importance of data analysis and get familiar with its processing steps
  • Get acquainted with Numpy to use with arrays and array-oriented computing in data analysis
  • Create effective visualizations to present your data using Matplotlib
  • Process and analyze data using the time series capabilities of Pandas
  • Interact with different kind of database systems, such as file, disk format, Mongo, and Redis
  • Apply the supported Python package to data analysis applications through examples
  • Explore predictive analytics and machine learning algorithms using Scikit-learn, a Python library
In Detail

Data analysis is the process of applying logical and analytical reasoning to study each component of data. Python is a multi-domain, high-level, programming language. It's often used as a scripting language because of its forgiving syntax and operability with a wide variety of different eco-systems. Python has powerful standard libraries or toolkits such as Pylearn2 and Hebel, which offers a fast, reliable, cross-platform environment for data analysis.

With this book, we will get you started with Python data analysis and show you what its advantages are.

The book starts by introducing the principles of data analysis and supported libraries, along with NumPy basics for statistic and data processing. Next it provides an overview of the Pandas package and uses its powerful features to solve data processing problems.

Moving on, the book takes you through a brief overview of the Matplotlib API and some common plotting functions for DataFrame such as plot. Next, it will teach you to manipulate the time and data structure, and load and store data in a file or database using Python packages. The book will also teach you how to apply powerful packages in Python to process raw data into pure and helpful data using examples.

Finally, the book gives you a brief overview of machine learning algorithms, that is, applying data analysis results to make decisions or build helpful products, such as recommendations and predictions using scikit-learn.

Style and approach

This is an easy-to-follow, step-by-step guide to get you familiar with data analysis and the libraries supported by Python. Topics are explained with real-world examples wherever required.

  • Sales Rank: #924890 in Books
  • Published on: 2015-10
  • Released on: 2015-11-04
  • Original language: English
  • Number of items: 1
  • Dimensions: 9.25" h x .43" w x 7.50" l, .73 pounds
  • Binding: Paperback
  • 188 pages

About the Author

Phuong Vo.T.H

Phuong Vo.T.H has a MSc degree in computer science, which is related to machine learning. After graduation, she continued to work in some companies as a data scientist. She has experience in analyzing users' behavior and building recommendation systems based on users' web histories. She loves to read machine learning and mathematics algorithm books, as well as data analysis articles.



Martin Czygan

Martin Czygan studied German literature and computer science in Leipzig, Germany. He has been working as a software engineer for more than 10 years. For the past eight years, he has been diving into Python, and is still enjoying it. In recent years, he has been helping clients to build data processing pipelines and search and analytics systems. His consultancy can be found at http://www.xvfz.net.

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Minggu, 11 November 2012

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Continuous Integration: Improving Software Quality and Reducing Risk, by Paul M. Duvall, Steve Matyas, Andrew Glover

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Continuous Integration: Improving Software Quality and Reducing Risk, by Paul M. Duvall, Steve Matyas, Andrew Glover

For any software developer who has spent days in “integration hell,” cobbling together myriad software components, Continuous Integration: Improving Software Quality and Reducing Risk illustrates how to transform integration from a necessary evil into an everyday part of the development process. The key, as the authors show, is to integrate regularly and often using continuous integration (CI) practices and techniques.

 

The authors first examine the concept of CI and its practices from the ground up and then move on to explore other effective processes performed by CI systems, such as database integration, testing, inspection, deployment, and feedback. Through more than forty CI-related practices using application examples in different languages, readers learn that CI leads to more rapid software development, produces deployable software at every step in the development lifecycle, and reduces the time between defect introduction and detection, saving time and lowering costs. With successful implementation of CI, developers reduce risks and repetitive manual processes, and teams receive better project visibility.

 

The book covers

  • How to make integration a “non-event” on your software development projects
  • How to reduce the amount of repetitive processes you perform when building your software
  • Practices and techniques for using CI effectively with your teams
  • Reducing the risks of late defect discovery, low-quality software, lack of visibility, and lack of deployable software
  • Assessments of different CI servers and related tools on the market

The book’s companion Web site, www.integratebutton.com, provides updates and code examples.

 

  • Sales Rank: #129550 in Books
  • Published on: 2007-07-09
  • Original language: English
  • Number of items: 1
  • Dimensions: 9.10" h x .90" w x 7.00" l, 1.17 pounds
  • Binding: Paperback
  • 336 pages

From the Back Cover
For any software developer who has spent days in "integration hell," cobbling together myriad software components, "Continuous Integration: Improving Software Quality and Reducing Risk" illustrates how to transform integration from a necessary evil into an everyday part of the development process. The key, as the authors show, is to integrate regularly and often using continuous integration (CI) practices and techniques. The authors first examine the concept of CI and its practices from the ground up and then move on to explore other effective processes performed by CI systems, such as database integration, testing, inspection, deployment, and feedback. Through more than forty CI-related practices using application examples in different languages, readers learn that CI leads to more rapid software development, produces deployable software at every step in the development lifecycle, and reduces the time between defect introduction and detection, saving time and lowering costs. With successful implementation of CI, developers reduce risks and repetitive manual processes, and teams receive better project visibility. The book covers

  • How to make integration a "non-event" on your software development projects
  • How to reduce the amount of repetitive processes you perform when building your software
  • Practices and techniques for using CI effectively with your teams
  • Reducing the risks of late defect discovery, low-quality software, lack of visibility, and lack of deployable software
  • Assessments of different CI servers and related tools on the market
The book's companion Web site, www.integratebutton.com, provides updates and code examples.

About the Author

Paul Duvall is the CEO of Stelligent, a firm that helps clients create production-ready software every day. A featured speaker at many leading software conferences, he has worked in virtually every role on software projects: developer, project manager, architect, and tester. He is the principal author of Continuous Integration: Improving Software Quality and Reducing Risk (Addison-Wesley, 2007), a 2008 Jolt Award Winner. Paul contributed to the UML 2 Toolkit (Wiley, 2003), writes a series for IBM developerWorks called Automation for the people, and contributed a chapter to No Fluff Just Stuff Anthology: The 2007 Edition (Pragmatic Programmers, 2007). He is passionate about automating software development and release processes and actively blogs on IntegrateButton.com and TestEarly.com.

Stephen M. Matyas III is vice president of AutomateIT, a service branch of 5AM Solutions. He has a varied background in applied software engineering, with much of his professional, hands-on experience being in the areas of enterprise Java and custom software development and services.

Andrew Glover, president of Stelligent Incorporated, is a frequent speaker at conferences throughout North America, as well as author and coauthor of many books and online articles.

Excerpt. © Reprinted by permission. All rights reserved.

Early in my career, I saw a full-page advertisement in a magazine that showed one keyboard key, similar to the Enter key, labeled with the word “Integrate.” The text below the key read, “If only it were this easy.” I am not sure who or what this ad was for, but it struck a chord with me. In considering software development, I thought, surely that would never be achievable because, on my project, we spent several days in “integration hell” attempting to cobble together the myriad software components at the end of most project milestones. But I liked the concept, so I cut out the ad and hung it on my wall. To me, it represented one of my chief goals in being an efficient software developer: to automate repetitive and error-prone processes. Furthermore, it embodied my belief in making software integration a “nonevent” (as Martin Fowler has called this) on a project—something that just happens as a matter of course. Continuous Integration (CI) can help make integration a nonevent on your project.

What Is This Book About?

Consider some of the more typical development processes on a software project: Code is compiled, and data is defined and manipulated via a database; testing occurs, code is reviewed, and ultimately, software is deployed. In addition, teams almost certainly need to communicate with one another regarding the status of the software. Imagine if you could perform these processes at the press of a single button.

This book demonstrates how to create a virtual Integrate button to automate many software development processes. What’s more, we describe how this Integrate button can be pressed continuously to reduce the risks that prevent you from creating deployable applications, such as the late discovery of defects and low-quality code. In creating a CI system, many of these processes are automated, and they run every time the software under development is changed.

What Is Continuous Integration?

The process of integrating software is not a new problem. Software integration may not be as much of an issue on a one-person project with few external system dependencies, but as the complexity of a project increases (even just adding one more person), there is a greater need to integrate and ensure that software components work together—early and often. Waiting until the end of a project to integrate leads to all sorts of software quality problems, which are costly and often lead to project delays. CI addresses these risks faster and in smaller increments.

In his popular “Continuous Integration” article, 1 Martin Fowler describes CI as:

. . . a software development practice where members of a team integrate their work frequently, usually each person integrates at least daily—leading to multiple integrations per day. Each integration is verified by an automated build (including test) to detect integration errors as quickly as possible. Many teams find that this approach leads to significantly reduced integration problems and allows a team to develop cohesive software more rapidly.

In my experience, this means that:

  • All developers run private builds 2 on their own workstations before committing their code to the version control repository to ensure that their changes don’t break the integration build.
  • Developers commit their code to a version control repository at least once a day.
  • Integration builds occur several times a day on a separate build machine.
  • 100% of tests must pass for every build.
  • A product is generated (e.g., WAR, assembly, executable, etc.) that can be functionally tested.
  • Fixing broken builds is of the highest priority.
  • Some developers review reports generated by the build, such as coding standards and dependency analysis reports, to seek areas for improvement.

This book discusses the automated aspects of CI because of the many benefits you receive from automating repetitive and error-prone processes; however, as Fowler identifies, CI is the process of integrating work frequently—and this need not be an automated process to qualify. We clearly believe that since there are many great tools that support CI as an automated process, using a CI server to automate your CI practices is an effective approach. Nevertheless, a manual approach to integration (using an automated build) may work well with your team.

Rapid Feedback
Continuous Integration increases your opportunities for feedback. Through it, you learn the state of the project several times a day. CI can be used to reduce the time between when a defect is introduced and when it is fixed, thus improving overall software quality.

A development team should not believe that because their CI system is automated, they are safe from integration problems. It is even less true if the group is using an automated tool for nothing more than compiling source code; some refer to this as a “build,” which it is not (see Chapter 1). The effective practice of CI involves much more than a tool. It includes the practices we outline in the book, such as frequent commits to a version control repository, fixing broken builds immediately, and using a separate integration build machine.

The practice of CI enables faster feedback. When using effective CI practices, you’ll know the overall health of software under development several times a day. What’s more, CI works well with practices like refactoring and test-driven development, because these practices are centered on the notion of making small changes. CI, in essence, provides a safety net to ensure that changes work with the rest of the software. At a higher level, CI increases the collective confidence of teams and lessens the amount of human activity needed on projects, because it’s often a hands-off process that runs whenever your software changes.

A Note on the Word “Continuous”
We use the term “continuous” in this book, but the usage is technically incorrect. “Continuous” implies that something kicks off once and never stops. This suggests that the process is constantly integrating, which is not the case in even the most intense CI environment. So, what we are describing in this book is more like “continual integration.” Who Should Read This Book?

In our experience, there is a distinct difference between someone who treats software development as a job and someone who treats it as a profession. This book is for those who work at their profession and find themselves performing repetitive processes on a project (or we will help you realize just how often you are doing so). We describe the practices and benefits of CI and give you the knowledge to apply these practices so that you can direct your time and expertise to more important, challenging issues.

This book covers the major topics relating to CI, including how to implement CI using continuous feedback, testing, deployment, inspection, and database integration. No matter what your role in software development, you can incorporate CI into your own software development processes. If you are a software professional who wants to become increasingly effective—getting more done with your time and with more dependable results—you will gain much from this book.

Developers

If you have noticed that you’d rather be developing software for users than fiddling with software integration issues, this book will help you get there without much of the “pain” you thought would be involved. This book doesn’t ask you to spend more time integrating; it’s about making much of software integration a nonevent, leaving you to focus on doing what you love the most: developing software. The many practices and examples in this book demonstrate how to implement an effective CI system.

Build/Configuration/Release Management

If your job is to get working software out the door, you’ll find this book particularly interesting as we demonstrate that by running processes every time a change is applied to a version control repository, you can generate cohesive, working software. Many of you are managing builds while filling other roles on your project, such as development. CI will do some of the “thinking” for you, and instead of waiting until the end of the development lifecycle, it creates deployable and testable software several times a day.

Testers

CI offers a rapid feedback approach to software development, all but eliminating the traditional pain of reoccurring defects even after “fixes” were applied. Testers usually gain increased satisfaction and interest in their roles on a project using CI, since software to test is available more often and with smaller scopes. With a CI system in your development lifecycle, you test all along the way, rather than the typical feast or famine scenario where testers are either testing into the late hours or not testing at all.

Managers

This book can have great impact for you if you seek a higher level of confidence in your team’s capability to consistently and repeatedly deliver working software. You can manage scopes of time, cost, and quality much more effectively because you are basing your decisions on working software with actual feedback and metrics, not just task items on a project schedule.

Organization of This Book

This book is divided into two parts. Part I is an introduction to CI and examines the concept and its practices from the ground up. Part I is geared toward those readers not familiar with the core practices of CI. We do not feel the practice of CI is complete, however, without a Part II that naturally expands the core concepts into other effective processes performed by CI systems, such as testing, inspection, deployment, and feedback.

Part I: A Background on CI—Principles and Practices

Chapter 1, Getting Started, gets you right into things with a high-level example of using a CI server to continuously build your software.

Chapter 2, Introducing Continuous Integration, familiarizes you with the common practices and how we got to CI.

Chapter 3, Reducing Risks Using CI, identifies the key risks CI can mitigate using scenario-based examples.

Chapter 4, Building Software at Every Change, explores the practice of integrating your software for every change by leveraging the automated build.

Part II: Creating a Full-Featured CI System

Chapter 5, Continuous Database Integration, moves into more advanced concepts involving the process of rebuilding databases and applying test data as part of every integration build.

Chapter 6, Continuous Testing, covers the concepts and strategies of testing software with every integration build.

Chapter 7, Continuous Inspection, takes you through some automated and continuous inspections (static and dynamic analysis) using different tools and techniques.

Chapter 8, Continuous Deployment, explores the process of deploying software using a CI system so that it can be functionally tested.

Chapter 9, Continuous Feedback, describes and demonstrates the use of continuous feedback devices (such as e-mail, RSS, X10, and the Ambient Orb) so that you are notified on build success or failure as it happens.

The Epilogue explores the future possibilities of CI.

Appendixes

Appendix A, CI Resources, includes a list of URLs, tools, and papers related to CI.

Appendix B, Evaluating CI Tools, assesses the different CI servers and related tools on the market, discusses their applicability to the practices described in the book, identifies the advantages and disadvantages of each, and explains how to use some of their more interesting features.

Other Features

The book includes features that help you to better learn and apply what we describe in the text.

  • Practices—We cover more than forty CI-related practices in this book. Many chapter subheadings are practices. A figure at the beginning of most chapters illustrates the practices covered and lets you scan for areas that interest you. For example, use a dedicated integration build machine and commit code frequently are both examples of practices discussed in this book.
  • Examples—We demonstrate how to apply these practices by using various examples in different languages and platforms.
  • Questions—Each chapter concludes with a list of questions to help you evaluate the application of CI practices on your project.
  • Web site—The book’s companion Web site, www.integratebutton.com, provides book updates, code examples, and other material.
What You Will Learn

By reading this book, you will learn concepts and practices that enable you to create cohesive, working software many times a day. We have taken care to focus on the practices first, followed by the application of these practices, with examples included as demonstration wherever possible. The examples use different development platforms, such as Java, Microsoft .NET, and even some Ruby. CruiseControl (Java and .NET versions) is the primary CI server used throughout the book; however, we have created similar examples using other servers and tools on the companion Web site (www.integratebutton.com) and in Appendix B.

As you work your way through the book, you gain these insights:

  • How implementing CI produces deployable software at every step in your development lifecycle.
  • How CI can reduce the time between when a defect is introduced and when that defect is detected, thereby lowering the cost to fix it.
  • How you can build quality into your software by building software often rather than waiting to the latter stages of development.
What This Book Does Not Cover

This book does not cover every tool—build scheduling, programming environment, version control, and so on—that makes up your CI system. It focuses on the implementation of CI practices to develop an effective CI system. CI practices are discussed first; if a particular tool demonstrated is no longer in use or doesn’t meet your particular needs, simply apply the practice using another tool to achieve the same effect.

It is also not possible, or useful, to cover every type of test, feedback mechanism, automated inspector, and type of deployment used by a CI system. We hope that a greater goal is met by focusing on the range of key practices, using examples of techniques and tools for database integration, testing, inspection, and feedback that may inspire applications as different as the projects and teams that learn about them. As mentioned throughout the book, the book’s companion Web site, www.integratebutton.com, contains examples using other tools and languages that may not be covered in the book.

Authorship

This book has three coauthors and one contributor. I wrote most of the chapters. Steve Matyas contributed to Chapters 4, 5, 7, 8, and Appendix A, and constructed some of the book’s examples. Andy Glover wrote Chapters 6, 7, and 8, provided examples, and made contributions elsewhere in the book. Eric Tavela wrote Appendix B. So when sentences use first-person pronouns, this should provide clarity as to who is saying what.

About the Cover

I was excited when I learned that our book was to be a part of the renowned Martin Fowler Signature Series. I knew this meant that I would get to choose a bridge for the cover of the book. My coauthors and I are part of a rare breed who grew up in the Washington, D.C., area. For those of you not from the region, it’s a very transient area. More specifically, we are from Northern Virginia and figured it would be a fitting tribute to choose the Natural Bridge in Virginia for the cover. I had never visited the bridge until early 2007—after I had chosen it for the book cover. It has a very interesting history and I found it incredible that it’s a functioning bridge that automobiles travel on every day. (Of course, I had to drive my car over it a couple of times.) I’d like to think that after reading this book, you will make CI a natural part of your next software development project.

Acknowledgments

I can’t tell you how many times I’ve read acknowledgments in a book and authors wrote how they “couldn’t have done it by (themselves)” and other such things. I always thought to myself, “They’re just being falsely modest.” Well, I was dead wrong. This book was a massive undertaking to which I am grateful to the people listed herein.

I’d like to thank my publisher, Addison-Wesley. In particular, I’d like to express my appreciation to my executive editor, Chris Guzikowski, for working with me during this exhaustive process. His experience, insight, and encouragement were tremendous. Furthermore, my development editor, Chris Zahn, provided solid recommendations throughout multiple versions and editing cycles. I’d also like to thank Karen Gettman, Michelle Housley, Jessica D’Amico, Julie Nahil, Rebecca Greenberg, and last but definitely not least, my first executive editor, Mary O’Brien.

Rich Mills hosted the CVS server for the book and offered excellent ideas during brainstorming sessions. I’d also like to thank my mentor and friend, Rob Daly, for getting me into professional writing in 2002 and for providing exceptionally detailed reviews throughout the writing process. John Steven was instrumental in helping me start this book’s writing process.

I’d like to express my gratitude to my coauthors, editor, and contributing author. Steve Matyas and I endured many sleepless nights to create what you are reading today. Andy Glover was our clutch writer, providing his considerable developer testing experience to the project. Lisa Porter, our contributing editor, tirelessly combed through every major revision to provide edits and recommendations which helped increase the quality of the book. A thank you to Eric Tavela, who wrote the CI tools appendix, and to Levent Gurses for providing his experiences with Maven 2 in Appendix B.

We had an eclectic cadre of personal technical reviewers who provided excellent feedback throughout this project. They include Tom Copeland, Rob Daly, Sally Duvall, Casper Hornstrup, Joe Hunt, Erin Jackson, Joe Konior, Rich Mills, Leslie Power, David Sisk, Carl Tallis, Eric Tavela, Dan Taylor, and Sajit Vasudevan.

I’d also like to thank Charles Murray and Cristalle Belonia for their assistance, and Maciej Zawadzki and Eric Minick from Urbancode for their help. I am grateful for the support of many great people who inspire me every day at Stelligent, including Burke Cox, Mandy Owens, David Wood, and Ron Wright. There are many others who have inspired my work over the years, including Rich Campbell, David Fado, Mike Fraser, Brent Gendleman, Jon Hughes, Jeff Hwang, Sherry Hwang, Sandi Kyle, Brian Lyons, Susan Mason, Brian Messer, Sandy Miller, John Newman, Marcus Owen, Chris Painter, Paulette Rogers, Mark Simonik, Joe Stusnick, and Mike Trail.

I also appreciate the thorough feedback from the Addison-Wesley technical review team, including Scott Ambler, Brad Appleton, Jon Eaves, Martin Fowler, Paul Holser, Paul Julius, Kirk Knoernschild, Mike Melia, Julian Simpson, Andy Trigg, Bas Vodde, Michael Ward, and Jason Yip.

I want to thank the attendees of CITCON Chicago 2006 for sharing their experiences on CI and testing with all of us. In particular, I’d like to acknowledge Paul Julius and Jeffrey Frederick for organizing the conference, and everyone else who attended the event.

Finally, I’d like to thank Jenn for her unrelenting support and for being there through the ups and downs of making this book.

Paul M. Duvall
Fairfax, Virginia
March 2007

Notes

1. See www.martinfowler.com/articles/continuousIntegration.html.
2. The Private (System) Build and Integration Build patterns are covered inSoftware Configuration Management Patterns by Stephen P. Berczuk and Brad Appleton.

Most helpful customer reviews

24 of 24 people found the following review helpful.
Covers all the major deployment and automation issues
By Thing with a hook
Continuous Integration refers to the practice of automating the build, testing and deployment of your software, so that producing a finished executable (and the related artifacts) can be done at the touch of a button, and is ideally carried out several times a day.

If this seems like a nice to have feature of your own development, but less of a core practice when compared to version control and comprehensive tests (both of which are requirements for doing CI), this book does a pretty good job of advocating CI as being just as important.

First, the book introduces the core practices of CI (regular builds, tests, and deployment), then goes on to demonstrate how it facilitates other, more advanced practices, which gain value when automated, such as enforcing code style, and recording code metrics.

It does not assume any particular platform, although most of the code uses Java and C# (and associated XML configuration). As a result, it will appeal most to those who want general guidance about why CI is a good idea, what to put under CI, how often to integrate, how long to allow the build to take, what to do if builds are too slow, etc. There's clearly no one-size-fits-all answer to this and this not a step-by-step tutorial book, so you'll need to adapt the code samples given in this book for your own ends.

Therefore, if you're completely new to the idea of CI, then maybe you might want to check out Mike Clark's Pragmatic Project Automation first, which covers a lot of the same ground as the first part of this book, but goes into a lot more detail about the mechanics of using Ant and JUnit with Cruise Control.

Apart from being more language agnostic, what takes this book beyond the Pragmatic tome is the second part, which demonstrates the more advanced processes that CI makes possible: including a chapter on how to integrate databases into CI, which touches on some cultural issues (e.g. the DBA being separate from the rest of the coding team) and providing sandboxes for each developer. Additionally, there's material on how to include reporting and analysis, e.g. code duplication, code coverage and static analysis tools such as Java's FindBugs.

It's also a quick and easy read (less than 300 pages), while still having a pretty wide purview. I don't think this is a subject that would benefit from an enormous tome, and you'll still come away with a much clearer idea of your project's automation and scheduling needs, although you might have to do a bit of digging in online documentation of the various tools mentioned in the book to find your exact solution.

The only bad thing I have to say about this book is that there are some very brief developer dialogues sprinkled throughout, used as examples to highlight suboptimal practices. As ever, these are cringe-inducing and artificial.

Out of the core agile practices of unit testing, version control, and project automation, the latter has the least amount of material available to read. Fortunately, this is a readable, persuasive and helpful book for curing the big bang integration blues.

12 of 12 people found the following review helpful.
The Power of Feedback
By Steve Berczuk
This book is an excellent overview of why Continuous Integration is important and about more than just compiling frequently. The book helps you to understand why to do CI, what you can do beyond building, and how to do it. In addition to general principles, the book points you to some excellent tools and resources. This book is an excellent companion to Software Configuration Management Patterns: Effective Teamwork, Practical Integration; it provides teriffic information that support the build patterns in that book. You might already know some of the information in this book, but it is worth buying if you need to encourge CI in your organization for the clear discussion of why CI matters and the for the detailed advice on how to implement it.

8 of 8 people found the following review helpful.
A must read book about Continuous Integration!!!
By Jose Papo
This book is a must read for everyone delving into the practice of Continuous Integration. In my opinion, Continuous Integration is one of the most important practices to really achieve agility and to mitigate risks related to architecture and software integration.

The book contains more than 40 practices related to this important subject. For me, an experienced software engineer who already uses and knows a lot of CI tools, the best chapters are those which illuminate how to do Continuous Database Integration (Chapter 5), Continuous Testing (Chapter 6) and Continuous Inspection (Chapter 7).

Another great plus of this book is Appendix B on how to evaluate CI Tools. It gives a lot of hints to choose the right CI tool for your project or company.

Even if you are an experienced CI practitioner this book is a welcome addition. It shows why each practice is important and what are the benefits to use it on a SW development project.

If you are a beginner or intermediate practitioner in the Continuous Integration World this book is a must have. You will receive a lot of wisdom collected by the authors during their careers.

If you don't know what is Continuous Integration read the great article by Martin Fowler.

Spare you a lot of integration and software quality headaches reading this excellent book!

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Sabtu, 10 November 2012

[U894.Ebook] Download PDF Time-Dependent Density Functional Theory (Lecture Notes in Physics)From Springer

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The year 2004 was a remarkable one for the growing ?eld of time-dependent density functional theory (TDDFT). Not only did we celebrate the 40th - niversary of the Hohenberg-Kohn paper, which had laid the foundation for ground-state density functional theory (DFT), but it was also the 20th - niversary of the work by Runge and Gross, establishing a ?rm footing for the time-dependent theory. Because the ?eld has grown to such prominence, and has spread to so many areas of science (from materials to biochemistry), we feel that a volume dedicated to TDDFT is most timely. TDDFT is based on a set of ideas and theorems quite distinct from those governingground-stateDFT,butemployingsimilar techniques.Itisfarmore than just applying ground-state DFT to time-dependent problems, as it - volves its own exact theorems and new and di?erent density functionals. Presently,themostpopularapplicationistheextractionofelectronicexcit- state properties, especially transition frequencies. By applying TDDFT after thegroundstateofamoleculehasbeenfound,wecanexploreandunderstand the complexity of its spectrum, thus providing much more information about the species. TDDFT has a especially strong impact in the photochemistry of biological molecules, where the molecules are too large to be handled by t- ditional quantum chemical methods, and are too complex to be understood with simple empirical frontier orbital theory.

  • Sales Rank: #13025005 in Books
  • Published on: 2010-11-23
  • Original language: English
  • Number of items: 1
  • Dimensions: 9.50" h x 6.25" w x 1.25" l, .0 pounds
  • Binding: Paperback
  • 555 pages

Review

From the reviews:

"Time-Dependent Density Functional Theory represents a concise overview of the field … . this is a well-structured text, with a common set of notations and a single comprehensive and up-to-date list of references, rather than just a compilation of research articles. Because of its clear organization, the book can be used by novices (basic knowledge of ground-state DFT is assumed) and experienced users of TD-DFT, as well as developers in the field." (Anna I. Krylov, Journal of the American Chemical Society, Vol. 129 (21), 2007)

"The reviewed book is a broad reflection of the current state of the TD DFT and summary of its achievements since 1984. It is naturally partitioned into the chapters that outline the formal theoretical approach of the TD DFT … . To summarize, the book ‘Time-Dependent Density Functional Theory’ is a valuable book for those, PhD students in particular, who are interested in the whole spectrum of problems related to density functional theory and its broad applications to many-body quantum theory." (Eugene Kryachko, Zentralblatt MATH, Vol. 1110 (12), 2007)

From the Back Cover
Time-dependent density functional theory (TDDFT) is based on a set of ideas and theorems quite distinct from those governing  ground-state DFT, but emphasizing similar techniques. Today, the use of TDDFT is rapidly growing in many areas of physics, chemistry and materials sciences where direct solution of the Schrödinger equation is too demanding. This is the first comprehensive, textbook-style introduction to the relevant basics and techniques.

Most helpful customer reviews

1 of 1 people found the following review helpful.
Must Read!
By David Tempel
This book is a treasure of knowledge and I highly recommend it. Although it is a compilation of chapters written by many different leading researchers involved in development and application of TDDFT, the contributors have taken great care to make sure the book is pedagogically sound and the chapters compliment each other (it is not just a collection of isolated articles). For this reason I think it will be invaluable to a wide audience with diverse backgrounds. It is highly accessible to any graduate student of Chemistry or Physics with a solid grounding in many particle quantum mechanics, wishing to understand both the fundamental theory as well as the exponentially growing number of applications. The reader will be introduced to a wide spectrum of ideas ranging from rigorous existence and uniqueness proofs to understanding the structure of the substance that gives Lobster shells their red color. Although knowledge of groundstate DFT will definitely give the reader added appreciation of this book, it is self-contained and one learns a fair amount of groundstate DFT along the way from a different perspective. In fact, reading this book might even change the way you think about time-dependent quantum mechanics itself! Reference to experiment is made throughout and the reader will come away with an honest picture of the theory; both its spectacular successes as well as future challenges. In any case, no matter what your background is, it is a must read and an excellent reference to have on your shelf.

1 of 1 people found the following review helpful.
great book
By Arun Rajam
This book is worth buying whether you are a newcomer or a current researcher in the field of TDDFT. It covers the fundamental concepts as well as the recent updates on the research in this field. All the chapters are written by leading scientists in the field. It is quite rare to find lectures of so many of the current researchers of a field
together in one book, coherently organized with uniform mathematical notation throughout. The chapters on the memory effect, linear response,beyond linear response and current density functional theory are very well written and explained in much detail. The chapters on the applications of TDDFT beyond linear response are also nicely explained and give a clear idea on the successes and challenges of TDDFT to the reader. All in all, this book is great for readers interested in learning and exploring more about TDDFT

2 of 7 people found the following review helpful.
The critical parts
By William Kirk
Normally on books covering relatively new techniques, some space is given, especially in the basic chapters (as opposed to applied -- in fact the basic chapters are really the most advanced) to problems, whether eexperimental or more fundamental and theoretical, with the model. Such is hardly to be found here. In fact a recent article I saw mentioned that oscillator strengths found in 'velocity' are often not identical with those found from 'lengths', i.e. transition momentum representation versus transition moment representation. In reality, this cannot be true. Thus, there is something fundamentally wrong with the method whenever this happens. It would be nice if a critical account of this were presented. In fact I believe it does all track down to the fact that in ALL DFT methods, one eschews complex-valued functions. In some cases, i.e. Klein-Gordan field-wavefunctions one can simply double up the number of variables, and it makes little difference. Here however, one cannit. The correct radiation Hamiltonian utilizes p/dot/A where A is the vector potential and p the electron momentum. The object over which this operator acts are *spinors*, if they are represented as real, they are 4x4 matrices, if they are represented as complex, they are 2-complex dimensional bivectors. Dirac was well aware that it is impossible to represent interaction with the electromagnetic field in a causal, relativistic theory linear in the covariant space-time derivatives using only real numbers. Q.E.D. Without some very fancy approximation methods, ANY DFT, including TDDFT, is bound to fail. Things get even worse with gauge invariance (perchance as in circular dichroism). Since the vector potential is not always a well defined object, people now talk about gauge connections of the U1 fibre bundle. This object IS well defined in a larger variety of problems. Unfortunately, it really does require one to keep trakc of phases in a complex space. Other relativistic effects could also be expected to suffer with DFT treatments.

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Kamis, 08 November 2012

[U539.Ebook] Download PDF The modern researcher, by Jacques Barzun

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The modern researcher, by Jacques Barzun

This classic introduction to the techniques of research and the art of expression is used widely in history courses, but is also appropriate for writing and research methods courses in other departments. Barzun and Graff thoroughly cover every aspect of research, from the selection of a topic through the gathering, analysis, writing, revision, and publication of findings presenting the process not as a set of rules but through actual cases that put the subtleties of research in a useful context. Part One covers the principles and methods of research; Part Two covers writing, speaking, and getting one's work published.

  • Sales Rank: #16084976 in Books
  • Published on: 1985
  • Number of items: 2
  • Binding: Hardcover
  • 450 pages

Review
Part I: PRINCIPLES AND METHODS OF RESEARCH. 1. Research and Report: Characteristics. 2. The ABC of Technique. 3. Finding the Facts. 4. Verification. 5. Handling Ideas. 6. Truth, Causes, And Conditions. 7. Patterns, Bias, And Revisionism. Part II: WRITING, SPEAKING, AND PUBLISHING. 8. Organizing: Paragraph, Chapter, And Part. 9. Plain Words: The War on Jargon and Cliches. 10. Clear Sentences: Emphasis, Tone, And Rhythm. 11. The Arts of Quoting and Translating. 12. The Rules of Citing: Footnotes and Bibliography. 13. Revising for Printer and Public. 14. Modes of Presentation.

About the Author
The two authors of this book have had their professional career in history, JACQUES BARZUN in Modern Cultural, HENRY F. GRAFF in American Political and Diplomatic, both at Colombia University. They first collaborated in creating the course in historical method required of all first-year graduate students, and the material for it was and remains the core of The Modern Researcher. Both scholars have published widely in periodicals of specialist and general interest and each has a list of influential books to his credit. Jacques Barzun¿s latest is From Dawn to Decadence: 500 Years of Western Cultural History. A summing up of his lifelong studies, it stayed on the best-seller list for weeks in 2000. Henry Graff¿s latest¿almost simultaneous¿are a third edition of his classic compendium The Presidents: A Reference History and Grover Cleveland, a biography.

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1 of 1 people found the following review helpful.
Absolutely the best book on this subject on the market
By G. B. Lane
Absolutely the best book on this subject on the market. I used it as a text for a graduate research course I taught, and I still enjoy reading it.

0 of 0 people found the following review helpful.
Five Stars
By Tony Stowe
excellent

34 of 37 people found the following review helpful.
An inspiring and heartening book for researchers.
By A Customer
I read this book (cover to cover) in the midst of Master's thesis work. The authors' words often reassured and heartened me. I appreciated their sensitivity and thoroughness. On several projects since, I've wished I had a copy at hand. I look forward to the 2002 edition to include much more about computerized research considerations.

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Senin, 05 November 2012

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Game Theory for Economists, by Jurgen Eichberger

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Game Theory for Economists, by Jurgen Eichberger

Game Theory for Economists introduces economists to the game-theoretic approach of modelling economic behaviour and interaction, focusing on concepts and ideas from the vast field of game-theoretic models which find commonly used applications in economics.

  • Sales Rank: #3849861 in Books
  • Published on: 1993-08-30
  • Original language: English
  • Number of items: 1
  • Dimensions: 9.02" h x .88" w x 5.98" l, 1.58 pounds
  • Binding: Hardcover
  • 336 pages

Most helpful customer reviews

2 of 2 people found the following review helpful.
Best intro book for game theory
By Unal Eryilmaz
I have read Martin Osborne and Gibbons' books as well as this book. I think this books is much clearer, understandable and easy to read. Lots of clear examples make the topic easier to understand. Osborne also has lots of examples but his language is not good. Being a native English speaker doesn't necessarly mean that you can write a good book even if you are one of the masters of the topic.

I recommend you to read this book before Fudenberg&Tirole and Osborne&Rubinstein's books which are the best books on game theory.

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Selasa, 30 Oktober 2012

[D744.Ebook] Download Digital Design with RTL Design, VHDL, and Verilog, by Frank Vahid

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Digital Design with RTL Design, VHDL, and Verilog, by Frank Vahid

Digital Design with RTL Design, VHDL, and Verilog, by Frank Vahid



Digital Design with RTL Design, VHDL, and Verilog, by Frank Vahid

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Digital Design with RTL Design, VHDL, and Verilog, by Frank Vahid

An eagerly anticipated, up-to-date guide to essential digital design fundamentals

Offering a modern, updated approach to digital design, this much-needed book reviews basic design fundamentals before diving into specific details of design optimization. You begin with an examination of the low-levels of design, noting a clear distinction between design and gate-level minimization. The author then progresses to the key uses of digital design today, and how it is used to build high-performance alternatives to software.

  • Offers a fresh, up-to-date approach to digital design, whereas most literature available is sorely outdated
  • Progresses though low levels of design, making a clear distinction between design and gate-level minimization
  • Addresses the various uses of digital design today
  • Enables you to gain a clearer understanding of applying digital design to your life

With this book by your side, you'll gain a better understanding of how to apply the material in the book to real-world scenarios.

  • Sales Rank: #50336 in Books
  • Published on: 2010-03-09
  • Original language: English
  • Number of items: 1
  • Dimensions: 9.30" h x 1.00" w x 7.40" l, 2.15 pounds
  • Binding: Hardcover
  • 592 pages

Most helpful customer reviews

4 of 6 people found the following review helpful.
It's a textbook
By robin105
This is a required textbook for our DIgital Circuits class, over all I think the book is very simple and easy to understand. It's not written for people who are geniuses, it's actually written pretty down to earth. The only problem is that the book lacks depth, it doesn't go into very much details. I would be looking for problems as tough as my class assigns, but the book itself doesn't teach that depth.

0 of 1 people found the following review helpful.
Most of the stuff in this textbook is easily accessible on the internet
By Ryan
Textbook was alright, I only bought it because my teacher said it would really help us. I definitely could have completed the course without the help of this textbook. I only used it a couple times. Most of the stuff in this textbook is easily accessible on the internet. Its not a very modern textbook.

1 of 3 people found the following review helpful.
Good book for beginners!
By Julia
This book was given to us for our Intro to Digital Design and Circuits class. I personally loved reading the book as a learning enthusiast and an ECE major. The book provides good examples that relate to real life to help you understand. I still keep the book to this day as a reference. I recommend the book to anyone starting out, not necessarily for people who already know their basics.

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