Quality Measures in Data Mining

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Data mining analyzes large amounts of data to discover knowledge relevant to decision making. Typically, numerous pieces of knowledge are extracted by a data mining system and presented to a human user, who may be a decision-maker or a data-analyst. The user is confronted with the task of selecting the pieces of knowledge that are of the highest quality or interest according to his or her preferences. Since this selection is sometimes a daunting task, designing quality and interestingness measures has become an important challenge for data mining researchers in the last decade.

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In these days of shortened fiscal horizons and contracted time-to-market schedules, traditional approaches to capacity planning are often seen by management as tending to inflate their production schedules. Rather than giving up in the face of this kind of relentless pressure to get things done faster, Guerrilla Capacity Planning facilitates rapid forecasting of capacity requirements based on the opportunistic use of whatever performance data and tools are available in such a way that management insight is expanded but their schedules are not.

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Design and Implementation Guidelines for Web Clients

This guide addresses specific goals of presentation layer component design. It provides prescriptive recommendations and code samples that enable you to use design patterns and Microsoft .NET Framework programming idioms effectively in the presentation layer of your applications. The intent of the book is to help you increase the portability, maintainability, scalability, security, and overall design quality of your presentation layer code; it does not discuss aesthetic user interface design issues.

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The Mac is famous for its user-friendliness. Maybe that’s why you bought one in the first place. But to make the most of all its marvelous capabilities, you’ll be glad to have an equally friendly resource to help you use it.

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Defects generate a great economic problem for suppliers who are faced with increased duties. Customers expect increased efficiency and dependability of technical product of - also growing - complexity. The authors give an introduction to a theory of dependability for engineers. The book may serve as a reference book as well, enhancing the knowledge of the specialists and giving a lot of theoretical background and practical information, especially on the dependability analysis of whole systems.

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Professor Bernd Bertsche earned his degree and doctorate in mechanical engineering at the Universitaet Stuttgart. Afterwards, he worked for Mercedes-Benz AG in the passenger car development unit followed by a position as professor at the University of Applied Sciences in Albstadt-Sigmaringen. Later, he was appointed at the Universitaet Stuttgart. Since 2001 Professor Bertsche is the ordinary and head for the Institute of Machine Components at the Universitaet Stuttgart.

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Editorial Reviews
Product Description
The authoritative DEITEL(tm) LIVE-CODE(tm) introduction to Python programming

This new book by the world’s leading programming language textbook authors carefully explains how to use Python as a general-purpose programming language and how to program multi-tier, client/server, database-intensive, Internet- and Web-based applications.





Dr. Harvey M. Deitel and Paul J. Deitel are the founders of Deitel & Associates, Inc., the internationally-recognized corporate-training and content-creation organization specializing in Python, Visual Basic® .NET, C#, Visual C++® .NET, Java(tm), C++, C, XML, Perl, Internet, Web, wireless and object technologies. The Deitels are the authors of several worldwide #1 programming-language textbooks, including Java How to Program, 4/e, C++ How to Program, 3/e and Internet & World Wide Web How to Program, 2/e.

For information on current and forthcoming Deitel/Prentice Hall publications including How to Program Series books, Multimedia Cyber Classrooms Complete Training Courses (which include DEITEL(tm) books and Cyber Classrooms) and Web-Based Training Courses please see the last few pages of this book.

From the Back Cover
The authoritative DEITEL™ LIVE-CODE™ introduction to Python programming

This new book by the world’s leading programming language textbook authors carefully explains how to use Python as a general-purpose programming language and how to program multi-tier, client/server, database-intensive, Internet- and Web-based applications.

Dr. Harvey M. Deitel and Paul J. Deitel are the founders of Deitel & Associates, Inc., the internationally-recognized corporate-training and content-creation organization specializing in Python, Visual Basic® .NET, C#, Visual C++® .NET, Java™, C++, C, XML, Perl, Internet, Web, wireless and object technologies. The Deitels are the authors of several worldwide #1 programming-language textbooks, including Java How to Program, 4/e, C++ How to Program, 3/e and Internet & World Wide Web How to Program, 2/e.

About the Author

Dr. Harvey M. Deitel, CEO and Chairman of Deitel & Associates, Inc., has 41 years experience in the computing field, including extensive industry and academic experience. Dr. Deitel earned B.S. and M.S. degrees from the Massachusetts Institute of Technology and a Ph.D. from Boston University. He worked on the pioneering virtual-memory operating-systems projects at IBM and MIT that developed techniques now widely implemented in systems such as UNIX, Linux and Windows NT. He has 20 years of college teaching experience, including earning tenure and serving as the Chairman of the Computer Science Department at Boston College before founding Deitel & Associates, Inc., with his son, Paul J. Deitel. He is the author or co-author with Paul Deitel of several dozen books and multimedia packages and is writing many more. With translations published in Japanese, Russian, Spanish, Traditional Chinese, Simplified Chinese, Korean, French, Polish, Italian and Portuguese, Dr. Deitel’s texts have earned international recognition. Dr. Deitel has delivered hundreds of professional seminars to major corporations, government organizations and various branches of the military.

Paul J. Deitel, Executive Vice President and Chief Technical Officer of Deitel & Associates, Inc., is a graduate of the Massachusetts Institute of Technology’s Sloan School of Management, where he studied Information Technology. Through Deitel & Associates, Inc., he has delivered Java, C, C++ and Internet and World Wide Web courses to industry clients including Compaq, Sun Microsystems, White Sands Missile Range, Rogue Wave Software, Boeing, Dell, Stratus, Fidelity, Cambridge Technology Partners, Open Environment Corporation, One Wave, Hyperion Software, Lucent Technologies, Adra Systems, Entergy, CableData Systems, NASA at the Kennedy Space Center, the National Severe Storm Laboratory, IBM and many other organizations. He has lectured on C++ and Java for the Boston Chapter of the Association for Computing Machinery and has taught satellite-based Java courses through a cooperative venture of Deitel & Associates, Inc., Prentice Hall and the Technology Education Network. He and his father, Dr. Harvey M. Deitel, are the world’s best-selling Computer Science textbook authors.

Jonathan Liperi is a senior at Boston University where he has been accepted into the Computer Science department’s BA/MA program. He will earn his Master’s degree in Computer Science in May 2003. His coursework has included advanced algorithms, queueing theory, computer architecture, computer networks, artificial intelligence, computer graphics, database systems, software engineering and various programming courses (C, C++, Python and Java).

Ben Wiedermann graduated from Boston University magna cum laude with a degree in Computer Science and a minor in Theater Arts. Ben plans to pursue post-graduate work in programming-language theory. Other Deitel publications to which he has contributed include Java How to Program, Fourth Edition; C++ How to Program, Third Edition; Perl How to Program; Internet and World Wide Web How to Program, Second Edition; XML How to Program; e-Business & e-Commerce How to Program and C How to Program, Third Edition.

Excerpt. © Reprinted by permission. All rights reserved.

Live in fragments no longer. Only connect.
Edward Morgan Forster

Welcome to the world of Python programming! Python is a powerful general-purpose programming language that is extremely effective for developing Internet and Web-based, database intensive, multi-tier, client/server systems. This book presents a great variety of leading edge computing technologies, and is our second book on open-source programming languages.

As we write these words, Python 2.2 has just been released, almost to the minute! We have worked hard to incorporate the 2.2 functionality throughout the book. Appendix O presents a few additional 2.2 features.

We hope you will find Python How to Program educational, entertaining and challenging. It was a joy to work on this project. The team at Deitel & Associates develops programming language textbooks and e-Learning materials. We work in almost every major programming language. We noticed something special while working on this book. Our developers and writers commented on how much they like Python. They appreciate its power, its readability and its conciseness. They like its pizzazz. They like the world of open-source software development that is generating an ever-growing base of modules.

Whether you are an instructor, a student, an experienced professional programmer or a novice, this book has much to offer you. Python is an excellent first programming language and is an equally excellent language for developing industrial-strength, commercial applications. For the student and the novice programmer, the early chapters of the book establish a solid foundation in the basics of programming. We discuss many programming models including structured programming, object-based programming, object-oriented programming and event-driven programming. For the professional developer, we have employed the “heavy-duty” Python functionality to create substantial, fully implemented systems. The capstone is the case study on building an online bookstore in Chapter 23—this occupies approximately 70 pages of the text.

The standard basic topics are all here—data types, operators, control structures, arithmetic, strings, decision making, algorithm development, functions, and random numbers and simulation.

The book features a solid treatment of data structures with an early introduction to Python’s built-in structures-lists, tuples and dictionaries-and a later rigorous treatment of traditional data structures including queues, stacks, linked lists and binary trees.

The book emphasizes Internet and Web development—we feature an early introduction to CGI then use it in several chapters to build Web-based applications. We include a full-chapter treatment of PSP (Python Server Pages) where we re-engineer the message forum case study presented in Chapter 16.

The book features a detailed, three-chapter treatment of object-oriented programming covering classes, encapsulation, objects, attributes, methods, constructors, destructors, customization, operator overloading, inheritance, base classes, derived classes and polymorphism.

We include a thorough treatment of graphical user interface (GUI) programming, with Tkinter, using event-driven programming, labels, buttons, check buttons, radio buttons, mouse-event handling, keyboard-event handling, layout managers, and a whole range of advanced GUI capabilities for creating and manipulating menus and scrolling components.

We discuss exception handling for making programs more robust. We present a substantial treatment of Python’s powerful string-manipulation capabilities and we tackle head-on the difficult—yet enormously powerful—topic of regular expressions.

We discuss file processing, sequential access files, random-access files (and the shelve module). We develop a transaction-processing program and consider object serialization. The discussions of file processing provide a nice lead-in to our treatment of database programming with Python’s Database Application Programming Interface (DB-API). We discuss the relational database model and present an introduction to SQL (Structured Query Language).

Many people are familiar with HTML; yet few know that the World Wide Web Consortium—creator of HTML technology—has declared HTML to be a legacy technology that will undergo no further development. Nevertheless, HTML is still important, so we have provided two appendices on it. The world is evolving towards XML (eXtensible Markup Language). In the interim, contemporary Web development is using a transition technology called XHTML. We present two appendices on this important subject and use XHTML in various applications throughout the book. We present a chapter-length general introduction to XML, an absolute must subject for today’s Web applications developers. We then include a full-chapter treatment of Python-specific XML processing and include a detailed case study in which we use CGI and XML to build message forums.

Computer applications have generally been good at doing one thing at a time; today’s more sophisticated applications need to be able to do many things in parallel, or as we prefer to say in the computer field—concurrently. We provide full chapters on process management and multithreading. These technologies give the Python applications programmer capabilities that used to be available only to systems programmers working down at the operating systems level.

We discuss networking, including the HTTP protocol of the Web, client/server networking with stream sockets, connectionless client/server interaction using datagrams, and we implement a client/server tic-tac-toe game using a multithreaded server.

We present a thorough general discussion of computer security, then deal with some Python-specific security issues. We discuss executing potentially harmful code in a restricted environment using module Bastion. We demonstrate encrypting text with module rotor.

As a capstone exercise for the book, in Chapter 23 we present a detailed case study that implements online bookstore e-business using a great many technologies discussed in the earlier chapters and the appendices. We introduce HTTP sessions and session tracking and build our bookstore as a mufti-tier, client/server system able to handle a variety of clients, including a standard Web browser (using XHTML) and wireless clients (using WML and XHTML Basic).

We present a full chapter on multimedia, including an introduction to PyOpenGL with 3-D graphics examples and an introduction to Alice, a 3D environment that provides objects which can be animated with Python scripts. We demonstrate pygame by designing a CD player, a movie player and a space-cruiser game.

Recognizing the importance of server-side development, we introduce PSP (Python Server Pages) as an alternative to CGI, and we convert the message forum case study from CGI technology to PSP.

The book is loaded with valuable appendices, including the Operator Precedence Chart, ASCII Character Set, Number Systems (binary, octal, decimal, hexadecimal), Python Development Environments, HTML, XHTML, CSS (Cascading Style Sheets), Career Opportunities (with lots of Web resources) and Unicode. We include an appendix on Accessibility (which overviews issues affecting, and resources for, people with disabilities). We close with an appendix on Additional Python 2.2 Features, including discussions on iterators, generators and nested scopes.

As you read this book, if you have an questions, just send an e-mail to deitel@deitel.com. We will respond promptly. Please visit with us from time to time at www.deitel.com and be sure to sign up there for The DEITEL™ BUZZ e-mail newsletter. We use the Web site and the newsletter to keep our readers up to the minute on Python and our products and services.
Features in Python How to Program

This text contains many additional features, including:

* “Code Washing.” This is our term for the process we use to format the programs in the book so that they have a carefully commented, open layout. Python How to Program code appears in two colors with easy-to-read, syntax highlighting, including Python keywords, strings and comments. Program code is grouped into small, well-documented pieces. This greatly improves code readability—an especially important goal for us, considering that this book contains 14,930 lines of code.
* Object-Oriented Programming. Object-oriented programming is the most widely employed technique for developing robust, reusable software. Python was designed to be an object-oriented language, and this text offers a rigorous discussion of Python’s various object-oriented features. Data integrity is of particular concern in Python. All Python class data is public by default, but several techniques exist for ensuring data integrity. We discuss these and other object-oriented topics over three detailed chapters. Chapter 7, Object-Based Programming, introduces how to create classes and discusses public, “private” and get/set methods. Chapter 8, Customizing Classes, discusses how to create classes with customized behavior, such as operator overloading, string representation, list and dictionary behavior and methods for customizing attribute access. These concepts are extended in Chapter 9, Object-Oriented Programming: Inheritance, in which we discuss how programmers can create new classes that “absorb” the capabilities of existing classes. This chapter familiarizes the reader with the crucial concepts of polymorphism, abstract clas…

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CourseSim
CourseSim is a comprehensive learning tool that is aligned with vendor-developed certification objectives. The CourseSim materials integrate multimedia technologies, applied simulation technologies, instructional animations, and technical graphic images into a sophisticated learning environment.



LabSim
LabSim is the world’s highest fdelity simulation product that aligns with the leading IT certifications. LabSim allows you to simulate hardware, operating systems and network configurations on your computer without the need of additional hardware or software. It is like having an interactive learning lab, without the expensive setup costs.

ExamSim
ExamSim software is designed to give students practical experience for taking certification exams. The tests look and feel just like the actual exams. This tool is critical to assess practical knowledge of training objectives and concepts. Each exam title comes with hundreds of randomized practice questions that cover all official exam objectives.
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Product Description
Prepare for the CEH certification exam with this official review guide and learn how to identify security risks to networks and computers. This easy-to-use guide is organized by exam objectives for quick review so you?ll be able to get the serious preparation you need for the challenging Certified Ethical Hacker certification exam 312-50. As the only review guide officially endorsed by EC-Council, this concise book covers all of the exam objectives and includes a CD with a host of additional study tools.



From the Back Cover
Prepare for the CEH certification exam with this official review guide

Learn how to identify security risks to networks and computers and get the serious preparation you need for the challenging Certified Ethical Hacker certification exam 312-50. The only review guide officially endorsed by EC-Council, this concise book covers all of the exam objectives and includes a CD with a host of additional study tools.

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Product Description
Imagine a publisher who wants to “stamp” his ebooks on the fly with the name of the buyer (to discourage sharing). Such a publisher would (and we know one who does) use iText for the task. Developers looking to enhance web- and other applications with dynamic PDF document generation and/or manipulation will find this book unique in content and readability. Based on ongoing examples that encourage learning “in action,” they will finally understand PDF and learn how to build applications that produce professional, high-quality PDF documents. While the basic functionality of iText is easy to acquire, this book lowers the learning curve for more advanced functionality. It explains how to use iText to create/manipulate PDF documents on-the-fly in one or more of the following situations:

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About the Author
Bruno Lowagie has been programming since he was twelve years old. He has a degree in civil architectural engineering and is the initial developer and one of the current maintainers of iText. He works at Ghent University, Belgium.

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The web framework Ruby on Rails for developing database based web applications provides a Model-View-Controller framework. The required web server WEBrick is included with Ruby on Rails. The framework is configured with the MySQL database by default, but may be configured with another database.

The book covers developing web applications with Ruby on Rails. Technologies discussed include Ajax, directory services, and web services. A comparison is made with PHP, the most commonly used scripting language for developing web applications.

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Penetration testing a network requires a delicate balance of art and science. A penetration tester must be creative enough to think outside of the box to determine the best attack vector into his own network, and also be expert in using the literally hundreds of tools required to execute the plan. This second volume adds over 300 new pentesting applications included with BackTrack 2 to the pen tester’s toolkit. It includes the latest information on Snort, Nessus, Wireshark, Metasploit, Kismet and all of the other major Open Source platforms.

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Identify the purpose and type of the target systems, obtain specific information about the versions of the services that are running on the systems, and list the targets and services.
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Compromise the Web server due to vulnerabilities on the server daemon itself, its unhardened state, or vulnerabilities within the Web applications.
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Understand WLAN vulnerabilities, attack WLAN encryption, master information gathering tools, and deploy exploitation tools.
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Use Traceroute, Nmap, ike-scan, Cisco Torch, Finger, Nessus, onesixtyone, Hydra, Ettercap, and more to attack your network devices.
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Torque BackTrack 2 for your specialized needs through module management, unique hard drive installations, and USB installations.
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Everything you need to build your own fully functional attack lab.

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Although Ruby is an easy language to learn, in the heat of action you may find that you can’t remember the correct syntax for a conditional or the name of a method. This handy pocket reference offers brief yet clear explanations of Ruby’s core components, from operators to reserved words to data structures to method syntax, highlighting those key features that you’ll likely use every day when coding Ruby.

Whether you’ve come to Ruby because of the Rails web development framework –Ruby’s killer app — or simply because it’s a relatively clean, powerful and expressive language that’s useful for a lot of applications, the Ruby Pocket Reference is organized to help you find what you need quickly. This book not only will get you up to speed on how Ruby works, it provides you with a handy reference you can use anywhere, anytime.

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sprintf andtime formatting directories
Interactive Ruby (irb) and the Ruby debugger
Ruby documentation
You also get information on the RubyGems package utility and Rake, a build tool similar to make.. If you’re using Ruby daily and just want the facts-fast-Ruby Pocket Reference is your book.

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In January of 1999 GraphCalc started as a project to keep us occupied when we were not busy with other commitments. We have been working hard on it, some say too hard, to make a simple and easy to use graphing calculator for windows that is rich in features.

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Cisco CCNA/CCENT - Exam-Pack 640-822: ICND1:
- Welcome to Cisco CCENT! (free video!)
- Foundations: What is a Network?
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- Basic TCP/IP: Addressing Fundamentals



- Basic TCP/IP: TCP and UDP Communication
- Basic TCP/IP: Understanding Port Numbers
- Basic TCP/IP: The Tale of Two Packets
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Cisco CCNA - Exam-Pack 640-816: ICND2:
- Review: Rebuilding the Small Office Network, Part 1
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Cross-platform development is a kind of holy grail, and Trolltech’s Qt toolkit may well be the most promising solution yet to this development challenge. Qt is widely used for the development of GUI applications as well as console tools and servers, and it’s especially appealing to programmers who need to write cross-platform applications to run on Linux/Unix, Mac, and Windows machines without having to rewrite for each platform.



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File handling, XML, processes, and network connections
Databases and threading
Event handling and using drag and drop
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Lynda.com GarageBand 09 Essential Training Win/Mac | 3 GB
Amateurs and professionals alike can use GarageBand to produce and share great music. In GarageBand '09 Essential Training, composer Damian Allen shows how GarageBand has broadened the spectrum of musical possibilities and made composing more accessible, even for beginners. He explains the basics of how GarageBand's tracks work with the loops provided, then discusses recording live instruments, working with the new virtual guitar rigs, creating custom loops, and playing GarageBand's built-in software instruments. He also demonstrates how to apply processor effects and use the application's audio editing tools to mix and master a final song. Exercise files accompany the course.




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Modern Control Systems: An Introduction
Publisher: Jones and Bartlett | Pages: 350 | 2008-04-28 | ISBN 1934015210 | CHM | 13 mb
Designed for a short course on control systems or as a review for the professional engineer, this book provides a lucid introduction to modern control systems topics. The five chapters, State-Variable Analysis of Continuous-Time Systems, Analysis of Discrete-Time Systems, Stability Analysis of Non-Linear Systems, Optimal Control, and Adaptive Control have been written to emphasize concepts and provide the basic mathematical derivations. Complete coverage of standard topics, e.g., eigenvalues, eigenvectors, the z-transform, Lyapunov s Method, controllability, observability, etc. are discussed. Numerous examples and exercises have also been included in the book for self-study.




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CISSP Training Guide
Publisher: Que (November 28, 2002) | ISBN-10: 078972801X | 768 pages | PDF | 3.72 MB
The CISSP (Certified Information Systems Security Professionals) exam is a six-hour, monitored paper-based exam covering 10 domains of information system security knowledge, each representing a specific area of expertise. The CISSP examination consists of 250 multiple choice questions, covering topics such as Access Control Systems, Cryptography, and Security Management Practices, and is administered by the International Information Systems Security Certification Consortium or (ISC)2. (ISC)2 promotes the CISSP exam as an aid to evaluating personnel performing information security functions. Candidates for this exam are typically network security professionals and system administrators with at least 3 years of direct work experience in one or more of the 10 test domains. This book maps to the exam objectives and offers numerous features such as exam tips, case studies, and practice exams. In addition, the CD includes PrepLogic Practice Tests, Preview Edition, making it the ultimate guide for those studying for the CISSP exam.





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Sun Certification Training Guide (310-080): Java 2 Enterprise Edition (J2EE) Web Component Developer
Publisher: Que (November 17, 2002) | ISBN-10: 0789728214 | 544 pages | PDF | 2.4 MB
This certification is for Sun Certified Programmers for Java 2 Platform who are using servlet and JavaServer Pages (JSP) APIs to develop Web applications using the Java 2 Platform, Enterprise Edition (J2EE). The certification consists of one exam and requires Sun Certified Programmer for Java 2 Platform status. Readers preparing for this exam find the Training Guide series to be the most successful self-study tool in the market. This book is their one-stop shop because of its teaching methodology, the accompanying ExamGear testing software, and superior Web site support at www.quepublishing.com/certification.





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Amal Henein, Francoise Morissette - Made in Canada Leadership:
Wisdom from the Nation's Best and Brightest on the Art and Practice of Leadership
Jossey-Bass | 2007 | ISBN: 0470839430 | Pages: 288 | PDF | 1.48 MB
Leadership is currently one of the most daunting issues facing all sectors of the economy in Canada and abroad. Much has been made in the media about a leadership 'deficit' and organizations are concerned about the quality and quantity of leadership available to meet their current and future needs. Many think we are faced with a leadership shortage and need to take drastic measures to remedy this problem.




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Nature Biotechnology - May 2009
English | 95 pages | PDF | 14.82 MB

Nature Biotechnology (Nat Biotechnol; ISSN 1087-0156) is an academic journal covering the science and business of biotechnology.


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