Publisher: 16
Michael Heydt
If you are a Python programmer who wants to get started with performing data analysis using pandas and Python, this is the book for you. Some experience with statistical analysis would be helpful but is not mandatory.
Learning pandas. High performance data manipulation and analysis using Python - Second Edition
Nicola Rainiero, Sonali Dayal, Michael Heydt
You will learn how to use pandas to perform data analysis in Python. You will start with an overview of data analysis and iteratively progress from modeling data, to accessing data from remote sources, performing numeric and statistical analysis, through indexing and performing aggregate analysis, and finally to visualizing statistical data and applying pandas to finance.With the knowledge you gain from this book, you will quickly learn pandas and how it can empower you in the exciting world of data manipulation, analysis and science.
Christopher Duffy
Utilize Python scripting to execute effective and efficient penetration testsAbout This BookUnderstand how and where Python scripts meet the need for penetration testingFamiliarise yourself with the process of highlighting a specific methodology to exploit an environment to fetch critical dataDevelop your Python and penetration testing skills with real-world examplesWho This Book Is ForIf you are a security professional or researcher, with knowledge of different operating systems and a conceptual idea of penetration testing, and you would like to grow your knowledge in Python, then this book is ideal for you.What You Will LearnFamiliarise yourself with the generation of Metasploit resource filesUse the Metasploit Remote Procedure Call (MSFRPC) to automate exploit generation and executionUse Python’s Scapy, network, socket, office, Nmap libraries, and custom modulesParse Microsoft Office spreadsheets and eXtensible Markup Language (XML) data filesWrite buffer overflows and reverse Metasploit modules to expand capabilitiesExploit Remote File Inclusion (RFI) to gain administrative access to systems with Python and other scripting languagesCrack an organization’s Internet perimeterChain exploits to gain deeper access to an organization’s resourcesInteract with web services with PythonIn DetailPython is a powerful new-age scripting platform that allows you to build exploits, evaluate services, automate, and link solutions with ease. Python is a multi-paradigm programming language well suited to both object-oriented application development as well as functional design patterns. Because of the power and flexibility offered by it, Python has become one of the most popular languages used for penetration testing.This book highlights how you can evaluate an organization methodically and realistically. Specific tradecraft and techniques are covered that show you exactly when and where industry tools can and should be used and when Python fits a need that proprietary and open source solutions do not.Initial methodology, and Python fundamentals are established and then built on. Specific examples are created with vulnerable system images, which are available to the community to test scripts, techniques, and exploits. This book walks you through real-world penetration testing challenges and how Python can help.From start to finish, the book takes you through how to create Python scripts that meet relative needs that can be adapted to particular situations. As chapters progress, the script examples explain new concepts to enhance your foundational knowledge, culminating with you being able to build multi-threaded security tools, link security tools together, automate reports, create custom exploits, and expand Metasploit modules.Style and approachThis book is a practical guide that will help you become better penetration testers and/or Python security tool developers. Each chapter builds on concepts and tradecraft using detailed examples in test environments that you can simulate.
Miguel Gaspar
Pentaho and CTools are two of the fastest and most rapidly growing tools for practical solutions not found in any other tool available on the market. Using Pentaho allows you to build a complete analytics solution, and CTools brings an advanced flexibility to customizing them in a remarkable way. CTools provides its users with the ability to utilize Web technologies and data visualization concepts, and make the most of best practices to create a huge visual impact.The book starts with the basics of the framework and how to get data to your dashboards. We'll take you all the way through to create your custom and advanced dashboards that will create an effective visual impact and provide the best user experience. You will be given deep insights into the lifecycle of dashboards and the working of various components. Further, you will create a custom dashboard using the Community Dashboards Editor and use datasources to load data on the components. You will also create custom content using Query, the Freeform Addins Popup, and text components. Next, you will make use of widgets to create similar sections and duplicate components to reproduce other components on a dashboard. You will then learn to build a plugin without writing Java code, use Sparkl as a CPK plugin manager, and understand the application of deployment and version control to dashboard development. Finally, you will learn tips and tricks that can be very useful while embedding dashboards into other applications.This guide is an invaluable tutorial if you are planning to use custom and advanced dashboards among the solutions that you are building with Pentaho.
Dan Keeley, Diethard Steiner, María Carina Roldán,...
Pentaho Data Integration(PDI) is an intuitive and graphical environment packed with drag-and-drop design and powerful Extract-Tranform-Load (ETL) capabilities. This book shows and explains the new interactive features of Spoon, the revamped look and feel, and the newest features of the tool including transformations and jobs Executors and the invaluable Metadata Injection capability.We begin with the installation of PDI software and then move on to cover all the key PDI concepts. Each of the chapter introduces new features, enabling you to gradually get practicing with the tool. First, you will learn to do all kind of data manipulation and work with simple plain files. Then, the book teaches you how you can work with relational databases inside PDI. Moreover, you will be given a primer on data warehouse concepts and you will learn how to load data in a data warehouse. During the course of this book, you will be familiarized with its intuitive, graphical and drag-and-drop design environment.By the end of this book, you will learn everything you need to know in order to meet your data manipulation requirements. Besides, your will be given best practices and advises for designing and deploying your projects.
Aditya Gupta
This is an easy-to-follow guide, full of hands-on and real-world examples of applications. Each of the vulnerabilities discussed in the book is accompanied with the practical approach to the vulnerability, and the underlying security issue. This book is intended for all those who are looking to get started in Android security or Android application penetration testing. You don’t need to be an Android developer to learn from this book, but it is highly recommended that developers have some experience in order to learn how to create secure applications for Android.
Learning Phalcon PHP. Learn Phalcon interactively and build high-performance web applications
Calin Rada
Phalcon is a full-stack PHP framework implemented as a C extension. Building applications with Phalcon will offer you lower resource consumption and high performance whether your application runs on a Linux machine or a Windows one. Phalcon is loosely coupled, allowing you to use its objects as glue components based on the needs of your application. Phalcon PHP's mission is to give you an advanced tool to develop faster websites and applications.This book covers the most common and useful parts of PhalconPHP, which will guide you to make the right decisions while developing a Phalcon-driven application.You will begin the journey by installing and setting up Phalcon for your environment followed by the development of each module. You will be introduced to Phalcon's ORM and ODM. Furthermore, you will also be able to create the first models and database architecture for your project. You will then cover command-line applications, API module, volt syntax, and hierarchical views. Installing and working with Node and Bower for assets management will also be covered. Finally, you will gain insights into creating the backoffice and frontend module along with best practices and resources for development with Phalcon PHP.By the end of this book, you will be able to confidently develop any kind of application using the Phalcon PHP framework in a short time.
Antonio L Zapata (GBP)
PHP is a great language for building web applications. It is essentially a server-side scripting language that is also used for general purpose programming. PHP 7 is the latest version with a host of new features, and it provides major backwards-compatibility breaks.This book begins with the fundamentals of PHP programming by covering the basic concepts such as variables, functions, class, and objects. You will set up PHP server on your machine and learn to read and write procedural PHP code. After getting an understanding of OOP as a paradigm, you will execute MySQL queries on your database. Moving on, you will find out how to use MVC to create applications from scratch and add tests. Then, you will build REST APIs and perform behavioral tests on your applications.By the end of the book, you will have the skills required to read and write files, debug, test, and work with MySQL.