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Programming Collective Intelligence: Building Smart Web 2.0 Applications

Toby Segaran

Programming Collective Intelligence: Building Smart Web 2.0 Applications Toby Segaran Amazon Price: $26.39
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By: O'Reilly Media, Inc.
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Subjects -> Computers & Internet -> Computer Science -> Artificial Intelligence -> Human Vision & Language Systems
Subjects -> Computers & Internet -> Computer Science -> Artificial Intelligence -> Machine Learning
Subjects -> Computers & Internet -> Computer Science -> Artificial Intelligence -> General

Customer Reviews:
Total reviews: 37 Average rating: 4.5 of 5

Editorial Review:

Want to tap the power behind search rankings, product recommendations, social bookmarking, and online matchmaking? This fascinating book demonstrates how you can build Web 2.0 applications to mine the enormous amount of data created by people on the Internet. With the sophisticated algorithms in this book, you can write smart programs to access interesting datasets from other web sites, collect data from users of your own applications, and analyze and understand the data once you've found it. Programming Collective Intelligence takes you into the world of machine learning and statistics, and explains how to draw conclusions about user experience, marketing, personal tastes, and human behavior in general -- all from information that you and others collect every day. Each algorithm is described clearly and concisely with code that can immediately be used on your web site, blog, Wiki, or specialized application. This book explains: Collaborative filtering techniques that enable online retailers to recommend products or media Methods of clustering to detect groups of similar items in a large dataset Search engine features -- crawlers, indexers, query engines, and the PageRank algorithm Optimization algorithms that search millions of possible solutions to a problem and choose the best one Bayesian filtering, used in spam filters for classifying documents based on word types and other features Using decision trees not only to make predictions, but to model the way decisions are made Predicting numerical values rather than classifications to build price models Support vector machines to match people in online dating sites Non-negative matrix factorization to find the independent features in adataset Evolving intelligence for problem solving -- how a computer develops its skill by improving its own code the more it plays a game Each chapter includes exercises for extending the algorithms to make them more powerful. Go beyond simple database-backed applications and put the wealth of Internet data to work for you. "Bravo! I cannot think of a better way for a developer to first learn these algorithms and methods, nor can I think of a better way for me (an old AI dog) to reinvigorate my knowledge of the details." -- Dan Russell, Google "Toby's book does a great job of breaking down the complex subject matter of machine-learning algorithms into practical, easy-to-understand examples that can be directly applied to analysis of social interaction across the Web today. If I had this book two years ago, it would have saved precious time going down some fruitless paths." -- Tim Wolters, CTO, Collective Intellect

Agile Project Management with Scrum (Microsoft Professional)

Ken Schwaber

Agile Project Management with Scrum (Microsoft Professional) Ken Schwaber Amazon Price: $34.19
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By: Microsoft Press
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Subjects -> Business & Investing -> General
Subjects -> Business & Investing -> General AAS
Subjects -> Computers & Internet -> Microsoft -> Applications -> Project

Customer Reviews:
Total reviews: 35 Average rating: 4.5 of 5

A Handbook with Case Studies 5 out of 5 stars.
1 of 1 people found this review helpful.

There's plenty of books on SCRUM - and finding the right one is a tough job.

This book is what you're looking for if you want a basic introduction and examples of applications - because there's plenty of case studies. SCRUM techniques are described and then discussed by resort to case studies, helping the lessons become more applicable to you.

The end result is a good SCRUM Manual for a more experienced Project Manager or IT professional. It's not a book that's pick-up-and-learn basics - its a book on theory, philosophy, and applications for people who have been there.

If you need a first SCRUM book, and want to get the most out of one book as possible, this is definitely a good choice. It's also an excellent book to have to bone up on theory and real-life applications. Finally, it's a definite "lender" that you'll pass around the office.

Editorial Review:

Apply the principles of Scrum, one of the most popular agile programming methods, to software project management—and focus your team on delivering real business value. Author Ken Schwaber, a leader in the agile process movement and a co-creator of Scrum, brings his vast expertise to helping you guide the product and software development process more effectively and efficiently. Help eliminate the ambiguity into which so many software projects are borne, where vision and planning documents are essentially thrown over the wall to developers. This high-level reference describes how to use Scrum to manage complex technology projects in detail, combining expert insights with examples and case studies based on Scrum. Emphasizing practice over theory, this book explores every aspect of using Scrum, focusing on driving projects for maximum return on investment.

MCITP Self-Paced Training Kit (Exams 70-640, 70-642, 70-646): Server Administrator Core Requirements (PRO-Certification) (PRO-Certification)

Orin Thomas, Dan Holme, Mitch Tulloch, Ian McLean, Tony Northrup

MCITP Self-Paced Training Kit (Exams 70-640, 70-642, 70-646): Server Administrator Core Requirements (PRO-Certification) (PRO-Certification) Orin Thomas, Dan Holme, Mitch Tulloch, Ian McLean, Tony Northrup Amazon Price: $100.79
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By: Microsoft Press
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Subjects -> Computers & Internet -> Certification Central -> Publisher -> Microsoft Press
Subjects -> Computers & Internet -> Certification Central -> General
Subjects -> Computers & Internet -> Certification Central -> General AAS

Customer Reviews:
Total reviews: 24 Average rating: 4.0 of 5

Editorial Review:

Get in-depth training and practice with the skills measured by the core exams for Microsoft Certified IT Professional (MCITP): Windows Server 2008 Administrator certification all in one box! Covering Exams 70-640, 70-642, and 70-646, these three training kits include exam prep and practice tests to help you maximize your performance. You get official Microsoft® study guides, plus practice tests on CD to help you assess your skills. They come packed with the tools and features that exam candidates want most including in-depth, self-paced training based on final exam content; rigorous, objective-by-objective review; exam tips from expert, exam-certified authors; and customizable testing options. They also provide case scenarios and exercises for skills and expertise that you can apply to the job.

Work at your own pace through the lessons and hands-on exercises. Focusing on administering Windows Server 2008, these official study guides cover topics such as configuring, managing, and supporting user and computer accounts, groups, Domain Name System zones, client settings, and group policy objects; the new Active Directory® Lightweight Directory Service and Active Directory Rights Management Service; configuring remote access, Network Access Protection, Network Authentication, IPv4 and IPv6 addressing, and Domain Name System (DNS) Replication; creating virtual machines; installing server core; planning server roles; maintaining server security; planning data storage, network load balancing, and server backups; managing software deployment and versioning; and scheduling server deployments.

Then assess yourself by using more than 900 practice and review questions on the CD, featuring multiple, customizable testing options to meet your specific needs. Choose timed or untimed testing mode, generate random tests, or focus on discrete objectives or chapters. You get detailed explanations for right and wrong answers including pointers back to the book for further study. You also get a 90-day evaluation version of Microsoft Visual Studio® 2005 Professional and an exam discount voucher making this kit an exceptional value and a great career investment.

Key Book Benefits:

Excellent value: three official study guides covering the core requirements for MCITP: Windows Server 2008 Administrator all in one box

Comprehensive exam prep study guide written by exam-certified authors

In-depth coverage of exam objectives and sub-objectives plus instructive case studies and troubleshooting scenarios to enhance your performance on the job

900+ practice and review questions

Test engine that enables customized testing, pre-assessment and post-assessment, and automated scoring and feedback

Handy exam-mapping grid

Evaluation version of Windows Server 2008

15 percent exam discount voucher from Microsoft (limited-time offer)

Entire study guide in searchable eBook format

The Mythical Man-Month: Essays on Software Engineering, Anniversary Edition (2nd Edition)

Frederick P. Brooks

The Mythical Man-Month: Essays on Software Engineering, Anniversary Edition (2nd Edition) Frederick P. Brooks Amazon Price: $33.15
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By: Addison-Wesley Professional
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Subjects -> Computers & Internet -> Computer Science -> Software Engineering -> General
Subjects -> Computers & Internet -> Computer Science -> Software Engineering -> General AAS
Subjects -> Computers & Internet -> Computer Science -> General

Customer Reviews:
Total reviews: 128 Average rating: 4.5 of 5

Software Development 5 out of 5 stars.
1 of 1 people found this review helpful.

The Mythical Man-Month: Essays on Software Engineering is a book on software project management by Fred Brooks, whose central theme is that "Adding manpower to a late software project makes it later." This idea is known as Brooks's law, and is presented along with the second-system effect and advocacy of prototyping. The work was first published in 1975, and republished as an anniversary edition in 1995 (ISBN 0-201-83595-9) with the essay "No Silver Bullet" and commentary by the author.

Brooks's observations are based on his experiences at IBM while managing the development of OS/360. He had mistakenly added more workers to a project falling behind schedule. He also made the mistake of asserting that one project -- writing an Algol compiler -- would require six months--regardless of the number of workers involved (it required longer). The tendency for managers to repeat such errors in project development led Brooks to quip that his book is called "The Bible of Software Engineering" because "everybody reads it but nobody does anything about it!"

Editorial Review:

No book on software project management has been so influential and so timeless as The Mythical Man-Month. Now 20 years after the publication of his book, Frederick P. Brooks, Jr. (best known as the "father of the IBM System 360") revisits his original ideas and develops new thoughts and advice both for readers familiar with his work and for readers discovering it for the first time.

Adobe Flash CS4 Professional Classroom in a Book

Adobe Creative Team

Adobe Flash CS4 Professional Classroom in a Book Adobe Creative Team Amazon Price: $34.64
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By: Adobe Press
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Subjects -> Computers & Internet -> Graphic Design -> General
Subjects -> Computers & Internet -> Graphic Design -> General AAS
Subjects -> Computers & Internet -> Programming -> Graphics & Multimedia -> General

Editorial Review:

The fastest, easiest, most comprehensive way to learn Adobe Flash CS4 Professional.

Adobe Flash CS4 Professional Classroom in a Book contains 10 lessons. The book covers the basics of learning Adobe Flash CS4 Professional and provides countless tips and techniques to help you become more productive with the program. You can follow the book from start to finish or choose only those lessons that interest you.

Learn how to design Flash projects with sophisticated animation, import video and sound files, and integrate buttons with compelling interactivity using ActionScript 3.0. Powerful features such as the new Motion Editor, inverse kinematics, and support for 3D will make developing your Flash sites fast, easy, and fun.

“The Classroom in a Book series is by far the best training material on the market. Everything you need to master the software is included: clear explanations of each lesson, step-by-step instructions, and the project files for the students.” —Barbara Binder, Adobe Certified Instructor, Rocky Mountain Training

Classroom in a Book®, the best-selling series of hands-on software training workbooks, helps you learn the features of Adobe software quickly and easily. Classroom in a Book offers what no other book or training program does—an official training series from Adobe Systems Incorporated, developed with the support of Adobe product experts.

Joomla! A User's Guide: Building a Successful Joomla! Powered Website

Barrie M. North

Joomla! A User's Guide: Building a Successful Joomla! Powered Website Barrie M. North Amazon Price: $29.69
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By: Prentice Hall PTR
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Subjects -> Computers & Internet -> Programming -> Software Design, Testing & Engineering -> Software Development
Subjects -> Computers & Internet -> Programming -> General
Subjects -> Computers & Internet -> Programming -> General AAS

Customer Reviews:
Total reviews: 44 Average rating: 4.0 of 5

Editorial Review:

The First Easy-to-Use Guide to Joomla!-The World’s #1 Open Source Content Management System

 

If you want to build sophisticated websites that can be easily edited and updated, you need to master Joomla!-the world’s #1 open source content management system. Now there’s an easy-to-read, easy-to-use guide to Joomla! for every site manager, administrator, and developer. Leading Joomla! consultant Barrie North covers all you need to get results: installation, administration, site organization, template development, content updates, and a whole lot more. You’ll find never-before-published tips, tricks, and troubleshooting solutions, as well as three start-to-finish case studies.

 

New to Joomla? No problem! This book starts with the simplest design and system concepts, and builds your expertise step-by-step. You’ll rapidly master Joomla!’s power, even if you have no content management, scripting, or CSS expertise. Experienced with Joomla!? You’ll turn to this book constantly for its authoritative, plain-English, example-rich Joomla! 1.0 and 1.5 reference content.

 

·   Understanding content management, what Joomla! does, and how its components fit together

·   Building Joomla! sites from scratch, and systematically customizing them to your needs

·   Organizing content with sections, categories, blogs, and tables

·   Creating dynamic pages and effective navigation

·   Working with Joomla! modules and components

·   Search engine optimization for Joomla! sites

·   Start-to-finish case studies: building a school website, an e-commerce site, and a blog

·   The most valuable Joomla! extensions and add-ons: finding them, and using them

·   Key differences between Joomla! 1.0 and 1.5, and what they mean to you



About the Website

The accompanying site for the Joomla 1.5 book, provides five fully functional Joomla! sites with live follow-along examples from the book and up-to-date information on Joomla! The site also includes


  • An active forum where you can ask questions specific to chapters from the book from a Joomla expert 
  • 5 fully functional Joomla 1.5 live follow-along examples from the book. You can browse the sites and their backends live online.
  • Downloads of 5 free websites for Joomla 1.5 based on various chapter of the book. These are SQL dumps you can import to instantly give you a completed Joomla site. 
  • 4 free tutorial templates and 3 free templates from joomlashack.com including the popular commercial template - JS Aqualine!

CSS Mastery: Advanced Web Standards Solutions

Andy Budd, Simon Collison, Cameron Moll

CSS Mastery: Advanced Web Standards Solutions Andy Budd, Simon Collison, Cameron Moll Amazon Price: $23.09
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By: friends of ED
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Subjects -> Computers & Internet -> Programming -> Languages & Tools -> CSS
Subjects -> Computers & Internet -> Programming -> Software Design, Testing & Engineering -> Software Development
Subjects -> Computers & Internet -> Programming -> General

Customer Reviews:
Total reviews: 111 Average rating: 4.5 of 5

Editorial Review:

Over the past couple of years, web designers and developers have begun taking more care in designing and building web sites. Less readily do they turn to old-fashioned techniques such as GIF spacers, tables for layout, and deprecated HTML elements, which can cause accessibility/usability problems and are just bad practice. There are three main web standards married together to create usable, standards-compliant web designs - XHTML for data structure, JavaScript for dynamic effects, and Cascading Style Sheets for styling your data.

Working as a companion to our Web Standards Solutions book, this title covers advanced Cascading Style Sheet techniques, and includes are all the techniques you need to master CSS and craft modern, standards-compliant web page designs. You'll already know why you should be using CSS, so we don’t bore you with pages of theory; instead, we jump straight into practical solutions, allowing you to get what you need as quickly as possible.

Renowned web designer Andy Budd starts off by introducing the elements of an effective CSS toolkit, including good working practices, the cascade, the box model, relative and absolute positioning, floating, and more. He then delves into advanced techniques like replacing images, styling links and lists, creating navigation menus, making forms look good, debugging and overcoming browser quirks, and hacking and filtering. The book is rounded off with two case studies to give you inspiration for your own designs, written by two more of the world’s finest web designers, Simon Collinson and Cameron Moll.

Advanced Web Metrics with Google Analytics

Brian Clifton

Advanced Web Metrics with Google Analytics Brian Clifton Amazon Price: $26.39
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By: Sybex
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Subjects -> Computers & Internet -> Home Computing -> Internet -> General AAS
Subjects -> Computers & Internet -> Business & Culture -> Web Marketing
Subjects -> Computers & Internet -> Databases -> Data Mining

Customer Reviews:
Total reviews: 14 Average rating: 5.0 of 5

How to find the needle in the haystack 4 out of 5 stars.
2 of 3 people found this review helpful.

This is the long overdue "how to" guide for Google Analytics. You can get started tracking your web traffic without this book, to be sure. But, this book goes beyond the help section provided on the Google Analytics site. If you're trying to understand the web traffic on your site, try using Google Analytics. It's easy and free. This book will help you along. While the title describes the book as Advanced, it's not really that technical. Even the most technical sections are pretty easy to get through.

Editorial Review:

Are you getting the most out of your website? Google insider and web metrics expert Brian Clifton reveals the information you need to get a true picture of your site's impact and stay competitive using Google Analytics (GA) and the latest web metrics methodologies. Which marketing campaigns work best? How do you quantify their success? What indicators should you track? Packed with techniques and insider secrets not documented elsewhere, this book has the expert guidance you need to enhance your brand and increase your site's ROI.

Hacking: The Art of Exploitation, 2nd Edition

Jon Erickson

Hacking: The Art of Exploitation, 2nd Edition Jon Erickson Amazon Price: $32.97
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By: No Starch Press
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Subjects -> Computers & Internet -> Business & Culture -> Hacking
Subjects -> Computers & Internet -> Business & Culture -> Security
Subjects -> Computers & Internet -> Networking -> Network Security

Customer Reviews:
Total reviews: 51 Average rating: 4.5 of 5

Editorial Review:

Hacking is the art of creative problem solving, whether that means finding an unconventional solution to a difficult problem or exploiting holes in sloppy programming. Many people call themselves hackers, but few have the strong technical foundation needed to really push the envelope.

Rather than merely showing how to run existing exploits, author Jon Erickson explains how arcane hacking techniques actually work. To share the art and science of hacking in a way that is accessible to everyone, Hacking: The Art of Exploitation, 2nd Edition introduces the fundamentals of C programming from a hacker's perspective.

The included LiveCD provides a complete Linux programming and debugging environment--all without modifying your current operating system. Use it to follow along with the book's examples as you fill gaps in your knowledge and explore hacking techniques on your own. Get your hands dirty debugging code, overflowing buffers, hijacking network communications, bypassing protections, exploiting cryptographic weaknesses, and perhaps even inventing new exploits. This book will teach you how to:

  • Program computers using C, assembly language, and shell scripts
  • Corrupt system memory to run arbitrary code using buffer overflows and format strings
  • Inspect processor registers and system memory with a debugger to gain a real understanding of what is happening
  • Outsmart common security measures like nonexecutable stacks and intrusion detection systems
  • Gain access to a remote server using port-binding or connect-back shellcode, and alter a server's logging behavior to hide your presence
  • Redirect network traffic, conceal open ports, and hijack TCP connections
  • Crack encrypted wireless traffic using the FMS attack, and speed up brute-force attacks using a password probability matrix

Hackers are always pushing the boundaries, investigating the unknown, and evolving their art. Even if you don't already know how to program, Hacking: The Art of Exploitation, 2nd Edition will give you a complete picture of programming, machine architecture, network communications, and existing hacking techniques. Combine this knowledge with the included Linux environment, and all you need is your own creativity.


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