Tag Archives: 2nd Edition

Data Mining for Business Intelligence, 2nd Edition

Editorial Reviews

Data Mining for Business Intelligence: Concepts, Techniques, and Applications in Microsoft Office Excel with XLMiner

Incorporating a new focus on data visualization and time series forecasting, Data Mining for Business Intelligence, Second Edition continues to supply insightful, detailed guidance on fundamental data mining techniques. This new edition guides readers through the use of the Microsoft Office Excel add-in XLMiner for developing predictive models and techniques for describing and finding patterns in data.
From clustering customers into market segments and finding the characteristics of frequent flyers to learning what items are purchased with other items, the authors use interesting, real-world examples to build a theoretical and practical understanding of key data mining methods, including classification, prediction, and affinity analysis as well as data reduction, exploration, and visualization.
The Second Edition now features:

  • Three new chapters on time series forecasting, introducing popular business forecasting methods including moving average, exponential smoothing methods; regression-based models; and topics such as explanatory vs. predictive modeling, two-level models, and ensembles
  • A revised chapter on data visualization that now features interactive visualization principles and added assignments that demonstrate interactive visualization in practice
  • Separate chapters that each treat k-nearest neighbors and Naïve Bayes methods
  • Summaries at the start of each chapter that supply an outline of key topics

The book includes access to XLMiner, allowing readers to work hands-on with the provided data. Throughout the book, applications of the discussed topics focus on the business problem as motivation and avoid unnecessary statistical theory. Each chapter concludes with exercises that allow readers to assess their comprehension of the presented material. The final chapter includes a set of cases that require use of the different data mining techniques, and a related Web site features data sets, exercise solutions, PowerPoint slides, and case solutions.
Data Mining for Business Intelligence, Second Edition is an excellent book for courses on data mining, forecasting, and decision support systems at the upper-undergraduate and graduate levels. It is also a one-of-a-kind resource for analysts, researchers, and practitioners working with quantitative methods in the fields of business, finance, marketing, computer science, and information technology.

Table of Contents

Part One: Preliminaries
Chapter 1: Introduction
Chapter 2: Overview of the Data Mining Process

Part Two: Data Exploration and Dimension Reduction
Chapter 3: Data Visualization
Chapter 4: Dimension Reduction

Part Three: Performance Evaluation
Chapter 5: Evaluating Classification and Predictive Performance

Part Four: Prediction and Classification Methods
Chapter 6: Multiple Linear Regression
Chapter 7: k-Nearest Neighbors (k-NN)
Chapter 8: Naive Bayes
Chapter 9: Classification and Regression Trees
Chapter 10: Logistic Regression
Chapter 11: Neural Nets
Chapter 12: Discriminant Analysis

Part Five: Mining Relationships Among Records
Chapter 13: Association Rules
Chapter 14: Cluster Analysis

Part Six: Forecasting Time Series
Chapter 15: Handling Time Series
Chapter 16: Regression-Based Forecasting
Chapter 17: Smoothing Methods

Part Seven: Cases
Chapter 18: Cases

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Android Studio Development Essentials, 2nd Edition

The objective of this book teach the skills necessary to develop Android applications using Android Studio and the Android Software Development Kit (SDK). Beginning with the basics, this book provides an outline of the steps necessary to set up an Android Studio based development and testing environment. An overview of Android Studio is included covering […]

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Getting Started with MariaDB, 2nd Edition

Editorial Reviews

Explore the powerful features of MariaDB with practical examples

About This Book

  • Install, configure, and manage MariaDB
  • Store and manipulate data with MariaDB
  • Get up and running with real-world, practical examples based on MariaDB 10

Who This Book Is For

This book is for anyone who wants to learn more about databases in general and wants to get started with MariaDB. Prior database experience is not required.

In Detail

MariaDB is a database that has become very popular in the few short years that it has been around. It does not require a big server or expensive support contract. It is also powerful enough to be the database of choice for some of the biggest and most popular websites in the world, taking full advantage of the latest computing hardware available.

From installing and configuring through basic usage and maintenance, each chapter in this revised and expanded guide leads on sequentially and logically from the one before it, introducing topics in their natural order so you learn what you need, when you need it. The book is based on the latest release of MariaDB and covers all the latest features and functions. By the end of this beginner-friendly book, not only will you have a running installation of MariaDB, but you will have practical, hands-on experience in the basics of how to install, configure, administer, use, and maintain it.

Table of Contents

Chapter 1. Installing MariaDB
Chapter 2. Configuring MariaDB
Chapter 3. Securing MariaDB
Chapter 4. Administering MariaDB
Chapter 5. Using MariaDB – Databases and Tables
Chapter 6. Using MariaDB – Inserting, Updating, and Deleting
Chapter 7. Using MariaDB – Retrieving Data
Chapter 8. Maintaining MariaDB

Book Details

  • Author:
  • Pages: 135 pages
  • Edition: 2
  • Publication Date: 2015-06-30
  • Publisher:
  • Language: English
  • ISBN-10: 1785284126
  • ISBN-13: 9781785284120

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Pro Bash Programming: Scripting the GNU/Linux Shell, 2nd Edition

Editorial Reviews

Pro Bash Programming teaches you how to effectively utilize the Bash shell in your programming. The Bash shell is a complete programming language, not merely a glue to combine external Linux commands. By taking full advantage of Shell internals, Shell programs can perform as snappily as utilities written in C or other compiled languages. And you will see how, without assuming Unix lore, you can write professional Bash 4.3 programs through standard programming techniques.

This second edition has updated for Bash 4.3, and many scripts have been rewritten to make them more idiomatically Bash, taking better advantage of features specific to Bash. It is easy to read, understand, and will teach you how to get to grips with Bash programming without drowning you in pages and pages of syntax.

Using this book you will be able to use the shell efficiently, make scripts run faster using expansion and external commands, and understand how to overcome many common mistakes that cause scripts to fail. This book is perfect for all beginning Linux and Unix system administrators who want to be in full control of their systems, and really get to grips with Bash programming.

What you’ll learn

  • Use the shell to write new utilities and accomplish most programming tasks.
  • Use shell parameter expansion to replace many external commands, making scripts very fast.
  • Learn to avoid many common mistakes that cause scripts to fail.
  • Learn how Bash’s readline and history libraries can save typing when getting user input.
  • Learn to use features new to Bash 4.0.
  • Build shell scripts that get information from the Web.

Who this book is for

Beginning Linux and Unix system administrators who want to be in full command of their systems.

Table of Contents

Chapter One: Hello, World! Your First Shell Program
Chapter Two: Input, Output, and Throughput
Chapter Three: Looping and Branching
Chapter Four: Command-Line Parsing and Expansion
Chapter Five: Parameters and Variables
Chapter Six: Shell Functions
Chapter Seven: String Manipulation
Chapter Eight: File Operations and Commands
Chapter Nine: Reserved Words and Builtin Commands
Chapter Ten: Writing Bug-Free Scripts and Debugging the Rest
Chapter Eleven: Programming for the Command Line
Chapter Twelve: Runtime Configuration
Chapter Thirteen: Data Processing
Chapter Fourteen: Scripting the Screen
Chapter Fifteen: Entry-Level Programming
Appendix A: Shell Variables

Book Details

  • Author:
  • Pages: 256 pages
  • Edition: 2
  • Publication Date: 2015-06-17
  • Publisher:
  • Language: English
  • ISBN-10: 1484201221
  • ISBN-13: 9781484201220

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Drupal for Education and E-Learning, 2nd Edition

As social networks become more popular, their role in the classroom has come under scrutiny. Drupal offers a wide variety of useful tools for educators. Within a single Drupal site, you can set up social bookmarking, podcasting, video hosting, formal and informal groups, rich user profiles, and other features commonly associated with social web communities. […]

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Excel VBA 24-Hour Trainer, 2nd Edition

Excel VBA 24-Hour Trainer, 2nd Edition

Excel VBA 24-Hour Trainer, 2nd Edition is the quick-start guide to getting more out of Excel, using Visual Basic for Applications. This unique book/video package has been updated with fifteen new advanced video lessons, providing a total of eleven hours of video training and 45 total lessons to teach you the basics and beyond. This self-paced tutorial explains Excel VBA from the ground up, demonstrating with each advancing lesson how you can increase your productivity. Clear, concise, step-by-step instructions are combined with illustrations, code examples, and downloadable workbooks to give you a practical, in-depth learning experience and results that apply to real-world scenarios.
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Graph Databases: New Opportunities for Connected Data, 2nd Edition

Editorial Reviews

Discover how graph databases can help you manage and query highly connected data. With this practical book, you’ll learn how to design and implement a graph database that brings the power of graphs to bear on a broad range of problem domains. Whether you want to speed up your response to user queries or build a database that can adapt as your business evolves, this book shows you how to apply the schema-free graph model to real-world problems.

This second edition includes new code samples and diagrams, using the latest Neo4j syntax, as well as information on new functionality. Learn how different organizations are using graph databases to outperform their competitors. With this book’s data modeling, query, and code examples, you’ll quickly be able to implement your own solution.

  • Model data with the Cypher query language and property graph model
  • Learn best practices and common pitfalls when modeling with graphs
  • Plan and implement a graph database solution in test-driven fashion
  • Explore real-world examples to learn how and why organizations use a graph database
  • Understand common patterns and components of graph database architecture
  • Use analytical techniques and algorithms to mine graph database information

Table of Contents

Chapter 1. Introduction
Chapter 2. Options for Storing Connected Data
Chapter 3. Data Modeling with Graphs
Chapter 4. Building a Graph Database Application
Chapter 5. Graphs in the Real World
Chapter 6. Graph Database Internals
Chapter 7. Predictive Analysis with Graph Theory
Appendix A. NOSQL Overview

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Play Framework Cookbook, 2nd Edition

Editorial Reviews

Play Framework Cookbook is aimed at advanced developers who are looking to harness the power of Play 2.x. The book would also be useful for professionals looking to dive deeper into web development. Play 2.x is an excellent framework to accelerate your learning of advanced topics.

Table of Contents

Chapter 1. Basics of Play Framework
Chapter 2. Using Controllers
Chapter 3. Leveraging Modules
Chapter 4. Creating and Using Web APIs
Chapter 5. Creating Plugins and Modules
Chapter 6. Practical Module Examples
Chapter 7. Deploying Play 2 Web Apps
Chapter 8. Additional Play Information

Book Details

  • Author:
  • Pages: 345 pages
  • Edition: 2
  • Publication Date: 2015-06-12
  • Publisher:
  • Language: English
  • ISBN-10: 1784393134
  • ISBN-13: 9781784393137

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Beginning HTML5 Media, 2nd Edition

Editorial Reviews

Beginning HTML5 Media, Second Edition is a comprehensive introduction to HTML5 video and audio. The HTML5 video standard enables browsers to support audio and video elements natively. This makes it very easy for web developers to publish audio and video, integrating both within the general presentation of web pages. For example, media elements can be styled using CSS (style sheets), viewed on a mobile device, and manipulated in a Canvas or an audio filter graph. The book offers techniques for providing accessibility to media elements, enabling consistent handling of alternative representations of media resources. The update includes all of the changes and revisions since the first HTML5 draft.

Beginning HTML5 Media dives deep into the markup that is introduced for media element support in browsers. You’ll explore the default user interface offered through browsers for media elements, as well as the JavaScript API provided to control their behavior. You’ll also learn how to account for H.264, WebM and Ogg Theora codecs as well as explore the emerging Web Audio API standard, which provides an extensive set of hardware-accelerated audio filters to achieve a level of audio signal manipulation in the browser previously only available to audio professionals.

What you’ll learn

  • How to create cross-browser markup in HTML to include audio and video into your web pages
  • How to replace the default controls of web browsers with your own or “skin” your media player
  • How to use the JavaScript API for media elements
  • How to integrate media elements with other HTML5 constructs such as CSS, Canvas, or Web Worker Threads
  • How to make audio and video accessible
  • How to use media fragment URIs to address certain temporal subparts or tracks of a media resource
  • How to work with the Web Audio API

Who this book is for

This book is for those who are proficient in authoring and publishing Web pages, but have never utilized audio and video. It will also help those proficient in the use of Adobe Flash, Microsoft Silverlight, or QuickTime to understand what is happening in HTML5 media and how to use the new media elements.

Table of Contents

Chapter 1: Encoding Video
Chapter 2: Using and Manipulating HTML5 Video and Audio Elements
Chapter 3: The JavaScript API
Chapter 4: Accessibility, Internationalization, and Navigation
Chapter 5: HTML5 Video and Canvas
Chapter 6: Manipulating Audio Through the Web Audio API

Book Details

  • Author: ,
  • Pages: 304 pages
  • Edition: 2
  • Publication Date: 2015-06-17
  • Publisher:
  • Language: English
  • ISBN-10: 1484204611
  • ISBN-13: 9781484204610

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Cryptography in C and C++, 2nd Edition

This book covers everything you need to know to write professional-level cryptographic code. This expanded, improved second edition includes about 100 pages of additional material as well as numerous improvements to the original text. The chapter about random number generation has been completely rewritten, and the latest cryptographic techniques are covered in detail. Furthermore, this book […]

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