Python Data Analytics
Python Data Analytics will help you tackle the world of data acquisition and analysis using the power of the Python language. At the heart of this book lies the coverage of pandas, an open source, BSD-licensed library providing high-performance, easy-to-use data structures and data analysis tools for the Python programming language. Author Fabio Nelli expertly shows the strength of the Python programming language when applied to processing, managing and retrieving information. Inside, you will see how intuitive and flexible it is to discover and communicate meaningful patterns of data using Python scripts, reporting systems, and data export. This book examines how to go about obtaining, processing, storing, managing and analyzing data using the Python programming language. You will use Python and other open source tools to wrangle data and tease out interesting and important trends in that data that will allow you to predict future patterns. Whether you are dealing with sales dat ...
Python Data Analytics will help you tackle the world of data acquisition and analysis using the power of the Python language. At the heart of this book lies the coverage of pandas, an open source, BSD-licensed library providing high-performance, easy-to-use data structures and data analysis tools for the Python programming language. Author Fabio Nelli expertly shows the strength of the Python programming language when applied to processing, managing and retrieving information. Inside, you will see how intuitive and flexible it is to discover and communicate meaningful patterns of data using Python scripts, reporting systems, and data export. This book examines how to go about obtaining, processing, storing, managing and analyzing data using the Python programming language. You will use Python and other open source tools to wrangle data and tease out interesting and important trends in that data that will allow you to predict future patterns. Whether you are dealing with sales dat ...
Moodle E-Learning Course Development, 3rd Edition
Moodle is the leading open source e-learning management system. Using Moodle, teachers and professors can easily construct richly-textured web-based courses. A course can consist of a number of lessons, with each lesson including reading materials; activities such as quizzes, tests, surveys, and projects; and social elements that encourage interaction and group work between students. Packed with clear step-by-step instructions, plenty of screenshots, and thorough explanations, this book guides you through the many features and options that you have to choose from when using Moodle 2.8. Throughout this book, you will follow an example course that will help you to explore the sort of decisions, design considerations, and thought processes that goes into developing a successful course. ...
Moodle is the leading open source e-learning management system. Using Moodle, teachers and professors can easily construct richly-textured web-based courses. A course can consist of a number of lessons, with each lesson including reading materials; activities such as quizzes, tests, surveys, and projects; and social elements that encourage interaction and group work between students. Packed with clear step-by-step instructions, plenty of screenshots, and thorough explanations, this book guides you through the many features and options that you have to choose from when using Moodle 2.8. Throughout this book, you will follow an example course that will help you to explore the sort of decisions, design considerations, and thought processes that goes into developing a successful course. ...
Software Testing
Explores and identifies the main issues, concepts, principles and evolution of software testing, including software quality engineering and testing concepts, test data generation, test deployment analysis, and software test management. This book examines the principles, concepts, and processes that are fundamental to the software testing function. This book is divided into five broad parts. Part I introduces software testing in the broader context of software engineering and explores the qualities that testing aims to achieve or ascertain, as well as the lifecycle of software testing. Part II covers mathematical foundations of software testing, which include software specification, program correctness and verification, concepts of software dependability, and a software testing taxonomy. Part III discusses test data generation, specifically, functional criteria and structural criteria. Test oracle design, test driver design, and test outcome analysis is covered in Part IV. Finally, P ...
Explores and identifies the main issues, concepts, principles and evolution of software testing, including software quality engineering and testing concepts, test data generation, test deployment analysis, and software test management. This book examines the principles, concepts, and processes that are fundamental to the software testing function. This book is divided into five broad parts. Part I introduces software testing in the broader context of software engineering and explores the qualities that testing aims to achieve or ascertain, as well as the lifecycle of software testing. Part II covers mathematical foundations of software testing, which include software specification, program correctness and verification, concepts of software dependability, and a software testing taxonomy. Part III discusses test data generation, specifically, functional criteria and structural criteria. Test oracle design, test driver design, and test outcome analysis is covered in Part IV. Finally, P ...
The Antivirus Hacker's Handbook
The Antivirus Hacker's Handbook guides you through the process of reverse engineering antivirus software. You explore how to detect and exploit vulnerabilities that can be leveraged to improve future software design, protect your network, and anticipate attacks that may sneak through your antivirus' line of defense. You'll begin building your knowledge by diving into the reverse engineering process, which details how to start from a finished antivirus software program and work your way back through its development using the functions and other key elements of the software. Next, you leverage your new knowledge about software development to evade, attack, and exploit antivirus software - all of which can help you strengthen your network and protect your data. While not all viruses are damaging, understanding how to better protect your computer against them can help you maintain the integrity of your network. ...
The Antivirus Hacker's Handbook guides you through the process of reverse engineering antivirus software. You explore how to detect and exploit vulnerabilities that can be leveraged to improve future software design, protect your network, and anticipate attacks that may sneak through your antivirus' line of defense. You'll begin building your knowledge by diving into the reverse engineering process, which details how to start from a finished antivirus software program and work your way back through its development using the functions and other key elements of the software. Next, you leverage your new knowledge about software development to evade, attack, and exploit antivirus software - all of which can help you strengthen your network and protect your data. While not all viruses are damaging, understanding how to better protect your computer against them can help you maintain the integrity of your network. ...
Mastering Dart
Starting with a discussion about the basic features of Dart, we will dive into the more complicated concepts such as generics, annotation with reflection, errors and exceptions, which will help us improve our code. Moving on, you will learn how and when to create objects and also advanced techniques that will help you execute asynchronous code. You will also learn about the collection framework and how to communicate with the different programs written in JavaScript using Dart. This book will show you how to add internalization support to your web applications and how i18n and l10n access can be embedded into your code to design applications that can be localized easily. You will be shown how to organize client-to-server communication and how different HTML5 features can be used in Dart. Finally, this book will show you how you can store data locally, break the storage limit, and prevent security issues in your web application. ...
Starting with a discussion about the basic features of Dart, we will dive into the more complicated concepts such as generics, annotation with reflection, errors and exceptions, which will help us improve our code. Moving on, you will learn how and when to create objects and also advanced techniques that will help you execute asynchronous code. You will also learn about the collection framework and how to communicate with the different programs written in JavaScript using Dart. This book will show you how to add internalization support to your web applications and how i18n and l10n access can be embedded into your code to design applications that can be localized easily. You will be shown how to organize client-to-server communication and how different HTML5 features can be used in Dart. Finally, this book will show you how you can store data locally, break the storage limit, and prevent security issues in your web application. ...
Learning OpenShift
Cloud computing and particularly Platform as a Service is rapidly changing the way software engineers approach software development. Without knowing the gritty details of the operating system and application servers, developers are able to use the OpenShift Online platform to tune performance and achieve scalability while also ensuring that their applications are stable and reliable. This book will guide you through the essential concepts necessary to use the OpenShift platform. Whether you are a seasoned developer with years of experience or just starting to learn how to develop software, this book will provide you with all of the information you need from account creation, installation and configuration of client tools to integrating an IDE with the service, deployment, and management of PHP and Java-based applications. ...
Cloud computing and particularly Platform as a Service is rapidly changing the way software engineers approach software development. Without knowing the gritty details of the operating system and application servers, developers are able to use the OpenShift Online platform to tune performance and achieve scalability while also ensuring that their applications are stable and reliable. This book will guide you through the essential concepts necessary to use the OpenShift platform. Whether you are a seasoned developer with years of experience or just starting to learn how to develop software, this book will provide you with all of the information you need from account creation, installation and configuration of client tools to integrating an IDE with the service, deployment, and management of PHP and Java-based applications. ...
The Responsive Web
The Responsive Web builds on the best practices that have shaken out over a few years of production experience. This concise book skips pure theory and shows you exactly how to make responsive web design work for you in the real world. You'll learn innovative ways to use what you already know along with design techniques leveraging new HTML5 and CSS3 features. Along the way, you'll discover strategies to balance apps and websites, manage browser incompatibilities, and learn when multiple versions are the best option. ...
The Responsive Web builds on the best practices that have shaken out over a few years of production experience. This concise book skips pure theory and shows you exactly how to make responsive web design work for you in the real world. You'll learn innovative ways to use what you already know along with design techniques leveraging new HTML5 and CSS3 features. Along the way, you'll discover strategies to balance apps and websites, manage browser incompatibilities, and learn when multiple versions are the best option. ...
Oracle Database 11gR2 Performance Tuning Cookbook
Oracle's Database offers great performance, scalability, and many features for DBAs and developers. Due to a wide choice of technologies, successful applications are good candidates to run into performance issues and when a problem arises it's very difficult to identify the cause and the right solution to the problem. The Oracle Database 11g R2 Performance Tuning Cookbook helps DBAs and developers to understand every aspect of Oracle Database that can affect performance. You will be guided through implementing the correct solution in a proactive way before problems arise, and how to diagnose issues on your Oracle database-based solutions. This fast-paced book offers solutions starting from application design and development, through the implementation of well-performing applications, to the details of deployment and delivering best-performance databases. ...
Oracle's Database offers great performance, scalability, and many features for DBAs and developers. Due to a wide choice of technologies, successful applications are good candidates to run into performance issues and when a problem arises it's very difficult to identify the cause and the right solution to the problem. The Oracle Database 11g R2 Performance Tuning Cookbook helps DBAs and developers to understand every aspect of Oracle Database that can affect performance. You will be guided through implementing the correct solution in a proactive way before problems arise, and how to diagnose issues on your Oracle database-based solutions. This fast-paced book offers solutions starting from application design and development, through the implementation of well-performing applications, to the details of deployment and delivering best-performance databases. ...
RESTful Java Web Services Security
This book will serve as a practical companion for you to learn about common vulnerabilities when using RESTful services, and will provide you with an indispensable knowledge of the tools you can use to implement and test security on your applications. It will cover the fine details of setting up RESTful services such as implementing RESTEasy and securing transmission protocols such as the OAuth protocol and its integration with RESTEasy. Furthermore, it also explains the implementation of digital signatures and the integration of the Doseta framework with RESTEasy. With this book, you will be able to design your own security implementation or use a protocol to grant permissions over your RESTful applications with OAuth. You will also gain knowledge about the working of other features such as configuring and verifying HTTP and HTTPS protocols, certificates, and securing protocols for data transmission. By the end of this book, you will have comprehensive knowledge that will help you ...
This book will serve as a practical companion for you to learn about common vulnerabilities when using RESTful services, and will provide you with an indispensable knowledge of the tools you can use to implement and test security on your applications. It will cover the fine details of setting up RESTful services such as implementing RESTEasy and securing transmission protocols such as the OAuth protocol and its integration with RESTEasy. Furthermore, it also explains the implementation of digital signatures and the integration of the Doseta framework with RESTEasy. With this book, you will be able to design your own security implementation or use a protocol to grant permissions over your RESTful applications with OAuth. You will also gain knowledge about the working of other features such as configuring and verifying HTTP and HTTPS protocols, certificates, and securing protocols for data transmission. By the end of this book, you will have comprehensive knowledge that will help you ...
Python Machine Learning
Machine learning and predictive analytics are transforming the way businesses and other organizations operate. Being able to understand trends and patterns in complex data is critical to success, becoming one of the key strategies for unlocking growth in a challenging contemporary marketplace. Python can help you deliver key insights into your data – its unique capabilities as a language let you build sophisticated algorithms and statistical models that can reveal new perspectives and answer key questions that are vital for success. Python Machine Learning gives you access to the world of predictive analytics and demonstrates why Python is one of the world's leading data science languages. If you want to ask better questions of data, or need to improve and extend the capabilities of your machine learning systems, this practical data science book is invaluable. ...
Machine learning and predictive analytics are transforming the way businesses and other organizations operate. Being able to understand trends and patterns in complex data is critical to success, becoming one of the key strategies for unlocking growth in a challenging contemporary marketplace. Python can help you deliver key insights into your data – its unique capabilities as a language let you build sophisticated algorithms and statistical models that can reveal new perspectives and answer key questions that are vital for success. Python Machine Learning gives you access to the world of predictive analytics and demonstrates why Python is one of the world's leading data science languages. If you want to ask better questions of data, or need to improve and extend the capabilities of your machine learning systems, this practical data science book is invaluable. ...