Python for Data Analysis
Python for Data Analysis is concerned with the nuts and bolts of manipulating, processing, cleaning, and crunching data in Python. It is also a practical, modern introduction to scientific computing in Python, tailored for data-intensive applications. This is a book about the parts of the Python language and libraries you'll need to effectively solve a broad set of data analysis problems. This book is not an exposition on analytical methods using Python as the implementation language. Written by Wes McKinney, the main author of the pandas library, this hands-on book is packed with practical cases studies. It's ideal for analysts new to Python and for Python programmers new to scientific computing. Use the IPython interactive shell as your primary development environment; Learn basic and advanced NumPy (Numerical Python) features; Get started with data analysis tools in the pandas library; Use high-performance tools to load, clean, transform, merge, and reshape data; Create scatter pl ...
Python for Data Analysis is concerned with the nuts and bolts of manipulating, processing, cleaning, and crunching data in Python. It is also a practical, modern introduction to scientific computing in Python, tailored for data-intensive applications. This is a book about the parts of the Python language and libraries you'll need to effectively solve a broad set of data analysis problems. This book is not an exposition on analytical methods using Python as the implementation language. Written by Wes McKinney, the main author of the pandas library, this hands-on book is packed with practical cases studies. It's ideal for analysts new to Python and for Python programmers new to scientific computing. Use the IPython interactive shell as your primary development environment; Learn basic and advanced NumPy (Numerical Python) features; Get started with data analysis tools in the pandas library; Use high-performance tools to load, clean, transform, merge, and reshape data; Create scatter pl ...
LINQ to Objects Using C# 4.0
Using LINQ to Objects, .NET developers can write queries over object collections with the same deep functionality that was once available only with SQL and relational databases. Now, for the first time, developers have a comprehensive and authoritative guide to applying LINQ to Objects in real-world software. Microsoft MVP Troy Magennis introduces state-of-the-art techniques for working with in-memory collections more elegantly and efficiently - and writing code that is exceptionally powerful, robust, and flexible. ...
Using LINQ to Objects, .NET developers can write queries over object collections with the same deep functionality that was once available only with SQL and relational databases. Now, for the first time, developers have a comprehensive and authoritative guide to applying LINQ to Objects in real-world software. Microsoft MVP Troy Magennis introduces state-of-the-art techniques for working with in-memory collections more elegantly and efficiently - and writing code that is exceptionally powerful, robust, and flexible. ...
Hacking Exposed Computer Forensics, 2nd Edition
Identify and investigate computer criminals of all stripes with help from this fully updated. real-world resource. Hacking Exposed Computer Forensics, Second Edition explains how to construct a high-tech forensic lab, collect prosecutable evidence, discover e-mail and system file clues, track wireless activity, and recover obscured documents. Learn how to re-create an attacker's footsteps, communicate with counsel, prepare court-ready reports, and work through legal and organizational challenges. Case studies straight from today's headlines cover IP theft, mortgage fraud, employee misconduct, securities fraud, embezzlement, organized crime, and consumer fraud cases. ...
Identify and investigate computer criminals of all stripes with help from this fully updated. real-world resource. Hacking Exposed Computer Forensics, Second Edition explains how to construct a high-tech forensic lab, collect prosecutable evidence, discover e-mail and system file clues, track wireless activity, and recover obscured documents. Learn how to re-create an attacker's footsteps, communicate with counsel, prepare court-ready reports, and work through legal and organizational challenges. Case studies straight from today's headlines cover IP theft, mortgage fraud, employee misconduct, securities fraud, embezzlement, organized crime, and consumer fraud cases. ...
Beginning Database Design
The perfect reference for programmers, administrators, or Web designers who are new to database development and are uncertain as to how to design and structure a database efficiently. Shows how to design and implement robust, scalable databases on any of the major relational database management systems, including Access, SQL Server, IBM DB2, MySQL, and Oracle. Covers all the key database design steps including modeling, normalization, SQL, denormalization, object-modeling, data warehousing, and performance. ...
The perfect reference for programmers, administrators, or Web designers who are new to database development and are uncertain as to how to design and structure a database efficiently. Shows how to design and implement robust, scalable databases on any of the major relational database management systems, including Access, SQL Server, IBM DB2, MySQL, and Oracle. Covers all the key database design steps including modeling, normalization, SQL, denormalization, object-modeling, data warehousing, and performance. ...
SharePoint Server 2010 Enterprise Content Management
Within the pages of this book, a team of SharePoint Server and Enterprise Content Management (ECM) authorities takes you on a journey that examines the history of ECM, the capabilities that SharePoint Server 2010 offers for ECM, and the high-level ECM pillars that exist within SharePoint Server 2010. Once you have a strong foothold on what ECM is, the authors segue to in-depth coverage of document management and explorations of SharePoint workflow, collaboration, and search concepts as they apply to SharePoint as an ECM platform. Sparing no detail on a wide range of topics, this valuable resource boasts an abundance of helpful code samples and real-world examples to strengthen your learning experience. ...
Within the pages of this book, a team of SharePoint Server and Enterprise Content Management (ECM) authorities takes you on a journey that examines the history of ECM, the capabilities that SharePoint Server 2010 offers for ECM, and the high-level ECM pillars that exist within SharePoint Server 2010. Once you have a strong foothold on what ECM is, the authors segue to in-depth coverage of document management and explorations of SharePoint workflow, collaboration, and search concepts as they apply to SharePoint as an ECM platform. Sparing no detail on a wide range of topics, this valuable resource boasts an abundance of helpful code samples and real-world examples to strengthen your learning experience. ...
Expert PHP and MySQL
As the world's most popular, general purpose, open source scripting language, PHP is frequently used with MySQL to create high-traffic, mission-critical applications. This indispensable book shares proven, author-tested best practices and expert techniques that can be applied to even the most demanding MySQL-driven PHP apps. You'll explore ways to extend MySQL with user-defined functions, write PHP extensions, and solve problems when PHP and MySQL alone are not enough and other techniques or third-party tools are necessary. ...
As the world's most popular, general purpose, open source scripting language, PHP is frequently used with MySQL to create high-traffic, mission-critical applications. This indispensable book shares proven, author-tested best practices and expert techniques that can be applied to even the most demanding MySQL-driven PHP apps. You'll explore ways to extend MySQL with user-defined functions, write PHP extensions, and solve problems when PHP and MySQL alone are not enough and other techniques or third-party tools are necessary. ...
C++ Primer, 5th Edition
Bestselling Programming Tutorial and Reference Completely Rewritten for the New C++11 Standard. Fully updated and recast for the newly released C++11 standard, this authoritative and comprehensive introduction to C++ will help you to learn the language fast, and to use it in modern, highly effective ways. Highlighting today's best practices, the authors show how to use both the core language and its standard library to write efficient, readable, and powerful code. C++ Primer, Fifth Edition, introduces the C++ standard library from the outset, drawing on its common functions and facilities to help you write useful programs without first having to master every language detail. The book's many examples have been revised to use the new language features and demonstrate how to make the best use of them. This book is a proven tutorial for those new to C++, an authoritative discussion of core C++ concepts and techniques, and a valuable resource for experienced programmers, especially those ...
Bestselling Programming Tutorial and Reference Completely Rewritten for the New C++11 Standard. Fully updated and recast for the newly released C++11 standard, this authoritative and comprehensive introduction to C++ will help you to learn the language fast, and to use it in modern, highly effective ways. Highlighting today's best practices, the authors show how to use both the core language and its standard library to write efficient, readable, and powerful code. C++ Primer, Fifth Edition, introduces the C++ standard library from the outset, drawing on its common functions and facilities to help you write useful programs without first having to master every language detail. The book's many examples have been revised to use the new language features and demonstrate how to make the best use of them. This book is a proven tutorial for those new to C++, an authoritative discussion of core C++ concepts and techniques, and a valuable resource for experienced programmers, especially those ...
R Graphics Cookbook
This practical guide provides more than 150 recipes to help you generate high-quality graphs quickly, without having to comb through all the details of R's graphing systems. Each recipe tackles a specific problem with a solution you can apply to your own project, and includes a discussion of how and why the recipe works. Most of the recipes use the ggplot2 package, a powerful and flexible way to make graphs in R. If you have a basic understanding of the R language, you're ready to get started. ...
This practical guide provides more than 150 recipes to help you generate high-quality graphs quickly, without having to comb through all the details of R's graphing systems. Each recipe tackles a specific problem with a solution you can apply to your own project, and includes a discussion of how and why the recipe works. Most of the recipes use the ggplot2 package, a powerful and flexible way to make graphs in R. If you have a basic understanding of the R language, you're ready to get started. ...
Even Faster Web Sites
Performance is critical to the success of any web site, and yet today's web applications push browsers to their limits with increasing amounts of rich content and heavy use of Ajax. In this book, Steve Souders, web performance evangelist at Google and former Chief Performance Yahoo!, provides valuable techniques to help you optimize your site's performance. Souders' previous book, the bestselling High Performance Web Sites, shocked the web development world by revealing that 80% of the time it takes for a web page to load is on the client side. In Even Faster Web Sites, Souders and eight expert contributors provide best practices and pragmatic advice for improving your site's performance. ...
Performance is critical to the success of any web site, and yet today's web applications push browsers to their limits with increasing amounts of rich content and heavy use of Ajax. In this book, Steve Souders, web performance evangelist at Google and former Chief Performance Yahoo!, provides valuable techniques to help you optimize your site's performance. Souders' previous book, the bestselling High Performance Web Sites, shocked the web development world by revealing that 80% of the time it takes for a web page to load is on the client side. In Even Faster Web Sites, Souders and eight expert contributors provide best practices and pragmatic advice for improving your site's performance. ...
DSLs in Action
Your success - and sanity - are closer at hand when you work at a higher level of abstraction, allowing your attention to be on the business problem rather than the details of the programming platform. Domain Specific Languages - "little languages" implemented on top of conventional programming languages - give you a way to do this because they model the domain of your business problem. DSLs in Action introduces the concepts you'll need to build high-quality domain-specific languages. ...
Your success - and sanity - are closer at hand when you work at a higher level of abstraction, allowing your attention to be on the business problem rather than the details of the programming platform. Domain Specific Languages - "little languages" implemented on top of conventional programming languages - give you a way to do this because they model the domain of your business problem. DSLs in Action introduces the concepts you'll need to build high-quality domain-specific languages. ...