Mastering Social Media Mining with R
With an increase in the number of users on the web, the content generated has increased substantially, bringing in the need to gain insights into the untapped gold mine that is social media data. For computational statistics, R has an advantage over other languages in providing readily-available data extraction and transformation packages, making it easier to carry out your ETL tasks. Along with this, its data visualization packages help users get a better understanding of the underlying data distributions while its range of "standard" statistical packages simplify analysis of the data. This book will teach you how powerful business cases are solved by applying machine learning techniques on social media data. You will learn about important and recent developments in the field of social media, along with a few advanced topics such as Open Authorization (OAuth). Through practical examples, you will access data from R using APIs of various social media sites such as Twitter, ...
With an increase in the number of users on the web, the content generated has increased substantially, bringing in the need to gain insights into the untapped gold mine that is social media data. For computational statistics, R has an advantage over other languages in providing readily-available data extraction and transformation packages, making it easier to carry out your ETL tasks. Along with this, its data visualization packages help users get a better understanding of the underlying data distributions while its range of "standard" statistical packages simplify analysis of the data. This book will teach you how powerful business cases are solved by applying machine learning techniques on social media data. You will learn about important and recent developments in the field of social media, along with a few advanced topics such as Open Authorization (OAuth). Through practical examples, you will access data from R using APIs of various social media sites such as Twitter, ...
Microsoft Dynamics CRM 2015 Application Design
Businesses can have their developers build complete apps or plug-ins and interfaces to suit their business needs. With the application of MS CRM, administrators can alter the content, layout, and business logic for each business use case. Businesses can choose to run Dynamics CRM on their own internal server or to link to web-hosted installations. This book is an enhanced guide that covers all the new features released with Microsoft Dynamics CRM 2015. Coming straight off the shelf with a whole new frontier of updated business rules, process enhancements, SDK methods, and other enhancements, this book is a complete guide for all your Dynamics CRM questions. Starting off, this book will introduce you to the deployment options such as online and on-premise, and the software and hardware requirements as CRM customization. It will also teach you how to develop a sample application. Going deeper, this book teaches you about the new enhancements in Microsoft Dynamics CRM 2015 such as b ...
Businesses can have their developers build complete apps or plug-ins and interfaces to suit their business needs. With the application of MS CRM, administrators can alter the content, layout, and business logic for each business use case. Businesses can choose to run Dynamics CRM on their own internal server or to link to web-hosted installations. This book is an enhanced guide that covers all the new features released with Microsoft Dynamics CRM 2015. Coming straight off the shelf with a whole new frontier of updated business rules, process enhancements, SDK methods, and other enhancements, this book is a complete guide for all your Dynamics CRM questions. Starting off, this book will introduce you to the deployment options such as online and on-premise, and the software and hardware requirements as CRM customization. It will also teach you how to develop a sample application. Going deeper, this book teaches you about the new enhancements in Microsoft Dynamics CRM 2015 such as b ...
Sams Teach Yourself Hadoop in 24 Hours
Apache Hadoop is the technology at the heart of the Big Data revolution, and Hadoop skills are in enormous demand. Now, in just 24 lessons of one hour or less, you can learn all the skills and techniques you'll need to deploy each key component of a Hadoop platform in your local environment or in the cloud, building a fully functional Hadoop cluster and using it with real programs and datasets. Each short, easy lesson builds on all that's come before, helping you master all of Hadoop's essentials, and extend it to meet your unique challenges. Sams Teach Yourself Apache Hadoop in 24 Hours covers all this, and much more: Understanding Hadoop and the Hadoop Distributed File System (HDFS); Importing data into Hadoop, and process it there; Mastering basic MapReduce Java programming, and using advanced MapReduce API concepts; Making the most of Apache Pig and Apache Hive; Implementing and administering YARN; Taking advantage of the full Hadoop ecosystem; Managing Hadoop clusters with Apac ...
Apache Hadoop is the technology at the heart of the Big Data revolution, and Hadoop skills are in enormous demand. Now, in just 24 lessons of one hour or less, you can learn all the skills and techniques you'll need to deploy each key component of a Hadoop platform in your local environment or in the cloud, building a fully functional Hadoop cluster and using it with real programs and datasets. Each short, easy lesson builds on all that's come before, helping you master all of Hadoop's essentials, and extend it to meet your unique challenges. Sams Teach Yourself Apache Hadoop in 24 Hours covers all this, and much more: Understanding Hadoop and the Hadoop Distributed File System (HDFS); Importing data into Hadoop, and process it there; Mastering basic MapReduce Java programming, and using advanced MapReduce API concepts; Making the most of Apache Pig and Apache Hive; Implementing and administering YARN; Taking advantage of the full Hadoop ecosystem; Managing Hadoop clusters with Apac ...
Practical Monitoring
Do you have a nagging feeling that your monitoring needs improvement, but you just aren't sure where to start or how to do it? Are you plagued by constant, meaningless alerts? Does your monitoring system routinely miss real problems? This is the book for you. Mike Julian lays out a practical approach to designing and implementing effective monitoring - from your enterprise application down to the hardware in a datacenter, and everything between. Practical Monitoring provides you with straightforward strategies and tactics for designing and implementing a strong monitoring foundation for your company. This book takes a unique vendor-neutral approach to monitoring. Rather than discuss how to implement specific tools, Mike teaches the principles and underlying mechanics behind monitoring so you can implement the lessons in any tool. Practical Monitoring covers essential topics including: Monitoring antipatterns; Principles of monitoring design; How to build an effective on-call r ...
Do you have a nagging feeling that your monitoring needs improvement, but you just aren't sure where to start or how to do it? Are you plagued by constant, meaningless alerts? Does your monitoring system routinely miss real problems? This is the book for you. Mike Julian lays out a practical approach to designing and implementing effective monitoring - from your enterprise application down to the hardware in a datacenter, and everything between. Practical Monitoring provides you with straightforward strategies and tactics for designing and implementing a strong monitoring foundation for your company. This book takes a unique vendor-neutral approach to monitoring. Rather than discuss how to implement specific tools, Mike teaches the principles and underlying mechanics behind monitoring so you can implement the lessons in any tool. Practical Monitoring covers essential topics including: Monitoring antipatterns; Principles of monitoring design; How to build an effective on-call r ...
Programming with MicroPython
It's an exciting time to get involved with MicroPython, the re-implementation of Python 3 for microcontrollers and embedded systems. This practical guide delivers the knowledge you need to roll up your sleeves and create exceptional embedded projects with this lean and efficient programming language. If you're familiar with Python as a programmer, educator, or maker, you're ready to learn—and have fun along the way. Author Nicholas Tollervey takes you on a journey from first steps to advanced projects. You'll explore the types of devices that run MicroPython, and examine how the language uses and interacts with hardware to process input, connect to the outside world, communicate wirelessly, make sounds and music, and drive robotics projects. Work with MicroPython on four typical devices: PyBoard, the micro:bit, Adafruit's Circuit Playground Express, and ESP8266/ESP32 boards; Explore a framework that helps you generate, evaluate, and evolve embedded projects that solve real prob ...
It's an exciting time to get involved with MicroPython, the re-implementation of Python 3 for microcontrollers and embedded systems. This practical guide delivers the knowledge you need to roll up your sleeves and create exceptional embedded projects with this lean and efficient programming language. If you're familiar with Python as a programmer, educator, or maker, you're ready to learn—and have fun along the way. Author Nicholas Tollervey takes you on a journey from first steps to advanced projects. You'll explore the types of devices that run MicroPython, and examine how the language uses and interacts with hardware to process input, connect to the outside world, communicate wirelessly, make sounds and music, and drive robotics projects. Work with MicroPython on four typical devices: PyBoard, the micro:bit, Adafruit's Circuit Playground Express, and ESP8266/ESP32 boards; Explore a framework that helps you generate, evaluate, and evolve embedded projects that solve real prob ...
Network Security Assessment, 3rd Edition
How secure is your network? The best way to find out is to attack it. Network Security Assessment provides you with the tools and techniques that professional security analysts use to identify and assess risks in government, military, and commercial networks. Armed with this book, you can work to create environments that are hardened and immune from unauthorized use and attack. Author Chris McNab demonstrates how determined adversaries map attack surface and exploit security weaknesses at both the network and application level. The third edition is a complete overhaul—grouping and detailing the latest hacking techniques used to attack enterprise networks. By categorizing individual threats, you will be able to adopt defensive strategies against entire attack classes, providing protection now and into the future. The testing approaches within the book are written in-line with internationally recognized standards, including NIST SP 800-115, NSA IAM, CESG CHECK, and PCI DSS. ...
How secure is your network? The best way to find out is to attack it. Network Security Assessment provides you with the tools and techniques that professional security analysts use to identify and assess risks in government, military, and commercial networks. Armed with this book, you can work to create environments that are hardened and immune from unauthorized use and attack. Author Chris McNab demonstrates how determined adversaries map attack surface and exploit security weaknesses at both the network and application level. The third edition is a complete overhaul—grouping and detailing the latest hacking techniques used to attack enterprise networks. By categorizing individual threats, you will be able to adopt defensive strategies against entire attack classes, providing protection now and into the future. The testing approaches within the book are written in-line with internationally recognized standards, including NIST SP 800-115, NSA IAM, CESG CHECK, and PCI DSS. ...
NLTK Essentials
Natural Language Processing (NLP) is the field of artificial intelligence and computational linguistics that deals with the interactions between computers and human languages. With the instances of human-computer interaction increasing, it's becoming imperative for computers to comprehend all major natural languages. Natural Language Toolkit (NLTK) is one such powerful and robust tool. You start with an introduction to get the gist of how to build systems around NLP. We then move on to explore data science-related tasks, following which you will learn how to create a customized tokenizer and parser from scratch. Throughout, we delve into the essential concepts of NLP while gaining practical insights into various open source tools and libraries available in Python for NLP. You will then learn how to analyze social media sites to discover trending topics and perform sentiment analysis. Finally, you will see tools which will help you deal with large scale text. ...
Natural Language Processing (NLP) is the field of artificial intelligence and computational linguistics that deals with the interactions between computers and human languages. With the instances of human-computer interaction increasing, it's becoming imperative for computers to comprehend all major natural languages. Natural Language Toolkit (NLTK) is one such powerful and robust tool. You start with an introduction to get the gist of how to build systems around NLP. We then move on to explore data science-related tasks, following which you will learn how to create a customized tokenizer and parser from scratch. Throughout, we delve into the essential concepts of NLP while gaining practical insights into various open source tools and libraries available in Python for NLP. You will then learn how to analyze social media sites to discover trending topics and perform sentiment analysis. Finally, you will see tools which will help you deal with large scale text. ...
OpenStack Cloud Computing Cookbook, 3rd Edition
OpenStack Open Source software is one of the most used cloud infrastructures to support software development and big data analysis. It is developed by a thriving community of individual developers from around the globe and backed by most of the leading players in the cloud space today. It is simple to implement, massively scalable, and can store a large pool of data and networking resources. OpenStack has a strong ecosystem that helps you provision your cloud storage needs. Add OpenStack's enterprise features to reduce the cost of your business. This book will show you the steps to build up a private cloud environment. At the beginning, you'll discover the uses of cloud services such as the identity service, image service, and compute service. You'll dive into Neutron, the OpenStack Networking service, and get your hands dirty with configuring ML2, networks, routers, and Distributed Virtual Routers. ...
OpenStack Open Source software is one of the most used cloud infrastructures to support software development and big data analysis. It is developed by a thriving community of individual developers from around the globe and backed by most of the leading players in the cloud space today. It is simple to implement, massively scalable, and can store a large pool of data and networking resources. OpenStack has a strong ecosystem that helps you provision your cloud storage needs. Add OpenStack's enterprise features to reduce the cost of your business. This book will show you the steps to build up a private cloud environment. At the beginning, you'll discover the uses of cloud services such as the identity service, image service, and compute service. You'll dive into Neutron, the OpenStack Networking service, and get your hands dirty with configuring ML2, networks, routers, and Distributed Virtual Routers. ...
Pivotal Certified Spring Enterprise Integration Specialist Exam
Exam topics covered include tasks and scheduling, remoting, the Spring Web Services framework, RESTful services with Spring MVC, the Spring JMS module, JMS and JTA transactions with Spring, batch processing with Spring Batch and the Spring Integration framework. Prepare with confidence for the Pivotal Enterprise Integration with Spring Exam. One of the important aspects of this book is a focus on new and modern abstractions provided by Spring. Therefore most of the features are shown with Java annotations alongside established XML configurations. Most of the examples in the book are also based on the Spring Boot framework. Spring Boot adoption is exponential because of its capability to significantly simplify Spring configuration using sensible opinionated defaults. But Spring Boot is not the target of the exam, therefore all the features are also covered with plain Spring configuration examples. ...
Exam topics covered include tasks and scheduling, remoting, the Spring Web Services framework, RESTful services with Spring MVC, the Spring JMS module, JMS and JTA transactions with Spring, batch processing with Spring Batch and the Spring Integration framework. Prepare with confidence for the Pivotal Enterprise Integration with Spring Exam. One of the important aspects of this book is a focus on new and modern abstractions provided by Spring. Therefore most of the features are shown with Java annotations alongside established XML configurations. Most of the examples in the book are also based on the Spring Boot framework. Spring Boot adoption is exponential because of its capability to significantly simplify Spring configuration using sensible opinionated defaults. But Spring Boot is not the target of the exam, therefore all the features are also covered with plain Spring configuration examples. ...
Practical jQuery
Practical jQuery is your step-by-step guide to using jQuery in the real world, taking you from downloading jQuery all the way to extending it by writing your own plug-ins and testing the DOM using QUnit. jQuery is one of today's most popular JavaScript web application development frameworks and libraries. While getting started with the tool is easy, sometimes it's not as simple to completely realize the power and automation that it can bring to your development work—and that's especially the case when you're in the middle of a project, up against a deadline. Using this book, you will learn how to use jQuery's powerful DOM manipulation tools to dynamically update content on your site. You will be able to extend jQuery's capabilities by writing your own plugins on top of the framework, animate elements, build your own jQuery elements, employ best practices, and avoid common errors. Practical jQuery teaches you how, with jQuery, you can unit test and refactor your code. You'll see ho ...
Practical jQuery is your step-by-step guide to using jQuery in the real world, taking you from downloading jQuery all the way to extending it by writing your own plug-ins and testing the DOM using QUnit. jQuery is one of today's most popular JavaScript web application development frameworks and libraries. While getting started with the tool is easy, sometimes it's not as simple to completely realize the power and automation that it can bring to your development work—and that's especially the case when you're in the middle of a project, up against a deadline. Using this book, you will learn how to use jQuery's powerful DOM manipulation tools to dynamically update content on your site. You will be able to extend jQuery's capabilities by writing your own plugins on top of the framework, animate elements, build your own jQuery elements, employ best practices, and avoid common errors. Practical jQuery teaches you how, with jQuery, you can unit test and refactor your code. You'll see ho ...