Machine Learning in Action
A machine is said to learn when its performance improves with experience. Learning requires algorithms and programs that capture data and ferret out the interesting or useful patterns. Once the specialized domain of analysts and mathematicians, machine learning is becoming a skill needed by many. Machine Learning in Action is a clearly written tutorial for developers. It avoids academic language and takes you straight to the techniques you'll use in your day-to-day work. Many (Python) examples present the core algorithms of statistical data processing, data analysis, and data visualization in code you can reuse. You'll understand the concepts and how they fit in with tactical tasks like classification, forecasting, recommendations, and higher-level features like summarization and simplification. ...
A machine is said to learn when its performance improves with experience. Learning requires algorithms and programs that capture data and ferret out the interesting or useful patterns. Once the specialized domain of analysts and mathematicians, machine learning is becoming a skill needed by many. Machine Learning in Action is a clearly written tutorial for developers. It avoids academic language and takes you straight to the techniques you'll use in your day-to-day work. Many (Python) examples present the core algorithms of statistical data processing, data analysis, and data visualization in code you can reuse. You'll understand the concepts and how they fit in with tactical tasks like classification, forecasting, recommendations, and higher-level features like summarization and simplification. ...
The Joy of Clojure
If you've seen how dozens of lines of Java or Ruby can dissolve into just a few lines of Clojure, you'll know why the authors of this book call it a "joyful language". Clojure is a dialect of Lisp that runs on the JVM. It combines the nice features of a scripting language with the powerful features of a production environment - features like persistent data structures and clean multithreading that you'll need for industrial-strength application development. The Joy of Clojure goes beyond just syntax to show you how to write fluent and idiomatic Clojure code. You'll learn a functional approach to programming and will master Lisp techniques that make Clojure so elegant and efficient. The book gives you easy access to hard soft ware areas like concurrency, interoperability, and performance. And it shows you how great it can be to think about problems the Clojure way. ...
If you've seen how dozens of lines of Java or Ruby can dissolve into just a few lines of Clojure, you'll know why the authors of this book call it a "joyful language". Clojure is a dialect of Lisp that runs on the JVM. It combines the nice features of a scripting language with the powerful features of a production environment - features like persistent data structures and clean multithreading that you'll need for industrial-strength application development. The Joy of Clojure goes beyond just syntax to show you how to write fluent and idiomatic Clojure code. You'll learn a functional approach to programming and will master Lisp techniques that make Clojure so elegant and efficient. The book gives you easy access to hard soft ware areas like concurrency, interoperability, and performance. And it shows you how great it can be to think about problems the Clojure way. ...
Professional NoSQL
NoSQL databases are efficient, powerful tools for storing and manipulatingvast quantities of data. Most NoSQL databases scale well as data grows and often are flexible enough to accommodate semi-structured and sparse data sets. This comprehensive hands-on guide presents fundamental concepts and practical solutions for using NoSQL databases. Expert author Shashank Tiwari begins with a helpful introduction to NoSQL, explaining its characteristics and typical uses. He then looks at where it fits in the application stack. His unique insights help you choose which NoSQL solutions are best for solving your specific data storage needs. ...
NoSQL databases are efficient, powerful tools for storing and manipulatingvast quantities of data. Most NoSQL databases scale well as data grows and often are flexible enough to accommodate semi-structured and sparse data sets. This comprehensive hands-on guide presents fundamental concepts and practical solutions for using NoSQL databases. Expert author Shashank Tiwari begins with a helpful introduction to NoSQL, explaining its characteristics and typical uses. He then looks at where it fits in the application stack. His unique insights help you choose which NoSQL solutions are best for solving your specific data storage needs. ...
Intermediate Perl, 2nd Edition
This book picks up right where Learning Perl leaves off. With Intermediate Perl, you'll graduate from short scripts to much larger programs, using features that make Perl a general-purpose language. This gentle but thorough guide introduces you to modules, complex data structures, and object-oriented programming. Each chapter is small enough to be read in just an hour or two, ending with exercises to help you practice what you've learned. If you're familiar with the material in Learning Perl and have the ambition to go further, Intermediate Perl will teach you most of the core Perl language concepts you need for writing robust programs on any platform. ...
This book picks up right where Learning Perl leaves off. With Intermediate Perl, you'll graduate from short scripts to much larger programs, using features that make Perl a general-purpose language. This gentle but thorough guide introduces you to modules, complex data structures, and object-oriented programming. Each chapter is small enough to be read in just an hour or two, ending with exercises to help you practice what you've learned. If you're familiar with the material in Learning Perl and have the ambition to go further, Intermediate Perl will teach you most of the core Perl language concepts you need for writing robust programs on any platform. ...
Think Python
If you want to learn how to program, working with Python is an excellent way to start. This hands-on guide takes you through the language one step at a time, beginning with basic programming concepts before moving on to functions, recursion, data structures, and object-oriented design. Through exercises in each chapter, you'll try out programming concepts as you learn them. Think Python is ideal for students at the high school or college level, as well as self-learners, home-schooled students, and professionals who need to learn programming basics. ...
If you want to learn how to program, working with Python is an excellent way to start. This hands-on guide takes you through the language one step at a time, beginning with basic programming concepts before moving on to functions, recursion, data structures, and object-oriented design. Through exercises in each chapter, you'll try out programming concepts as you learn them. Think Python is ideal for students at the high school or college level, as well as self-learners, home-schooled students, and professionals who need to learn programming basics. ...
Hadoop in Practice
Hadoop in Practice collects 85 battle-tested examples and presents them in a problem/solution format. It balances conceptual foundations with practical recipes for key problem areas like data ingress and egress, serialization, and LZO compression. You'll explore each technique step by step, learning how to build a specific solution along with the thinking that went into it. As a bonus, the book's examples create a well-structured and understandable codebase you can tweak to meet your own needs. Hadoop in Practice collects 85 Hadoop examples and presents them in a problem / solution format. ...
Hadoop in Practice collects 85 battle-tested examples and presents them in a problem/solution format. It balances conceptual foundations with practical recipes for key problem areas like data ingress and egress, serialization, and LZO compression. You'll explore each technique step by step, learning how to build a specific solution along with the thinking that went into it. As a bonus, the book's examples create a well-structured and understandable codebase you can tweak to meet your own needs. Hadoop in Practice collects 85 Hadoop examples and presents them in a problem / solution format. ...
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. ...
iOS 6 Programming Cookbook
Overcome the vexing issues you'll inevitably confront when creating apps for the iPhone, iPad, or iPod touch. By making use of new and revised recipes in this updated cookbook, you'll quickly learn the steps necessary to write complete iOS apps - including ways to store and protect data, enhance and animate graphics, manage files and folders, and take advantage of Passbook. Thoroughly updated for iOS 6 SDK, this cookbook shows you how to use hundreds of techniques to solve problems that developers of all levels commonly face. Each recipe includes sample code you can use right away. ...
Overcome the vexing issues you'll inevitably confront when creating apps for the iPhone, iPad, or iPod touch. By making use of new and revised recipes in this updated cookbook, you'll quickly learn the steps necessary to write complete iOS apps - including ways to store and protect data, enhance and animate graphics, manage files and folders, and take advantage of Passbook. Thoroughly updated for iOS 6 SDK, this cookbook shows you how to use hundreds of techniques to solve problems that developers of all levels commonly face. Each recipe includes sample code you can use right away. ...
Professional Microsoft SQL Server 2012 Administration
This comprehensive guide teaches you the skills needed to successfully administer SQL Server 2012. You'll learn how to handle the most difficult admin issues including change management, security, performance tuning, monitoring, and backups. And you'll also discover how to master the latest features of the 2012 release, including client connectivity enhancements, cloud computing, data replication, and business intelligence. This detailed instruction by leading experts will help you improve the efficiency, scalability, and performance of your SQL Server environment so you can do more in much less time. ...
This comprehensive guide teaches you the skills needed to successfully administer SQL Server 2012. You'll learn how to handle the most difficult admin issues including change management, security, performance tuning, monitoring, and backups. And you'll also discover how to master the latest features of the 2012 release, including client connectivity enhancements, cloud computing, data replication, and business intelligence. This detailed instruction by leading experts will help you improve the efficiency, scalability, and performance of your SQL Server environment so you can do more in much less time. ...
SQL For Dummies, 7th Edition
The secret is SQL, and once you get the hang of that, you can build relational databases and get valuable information into and out of them with ease. Here's how to structure a database management system with SQL, implement the design, protect your data, access and work with it, maintain your database, and much more, using the newest version of SQL. ...
The secret is SQL, and once you get the hang of that, you can build relational databases and get valuable information into and out of them with ease. Here's how to structure a database management system with SQL, implement the design, protect your data, access and work with it, maintain your database, and much more, using the newest version of SQL. ...