Learning Predictive Analytics with R. Get to grips with key data visualization and predictive analytic skills using R

Eric Mayor

This book is packed with easy-to-follow guidelines that explain the workings of the many key data mining tools of R, which are used to discover knowledge from your data.You will learn how to perform key predictive analytics tasks using R, such as train and test predictive models for classification and regression tasks, score new data sets and so on. All chapters will guide you in acquiring the skills in a practical way. Most chapters also include a theoretical introduction that will sharpen your understanding of the subject matter and invite you to go further.The book familiarizes you with the most common data mining tools of R, such as k-means, hierarchical regression, linear regression, association rules, principal component analysis, multilevel modeling, k-NN, Naïve Bayes, decision trees, and text mining. It also provides a description of visualization techniques using the basic visualization tools of R as well as lattice for visualizing patterns in data organized in groups. This book is invaluable for anyone fascinated by the data mining opportunities offered by GNU R and its packages.

ASP.NET Web API Security Essentials. Take the security of your ASP.NET Web API to the next level using some of the most amazing security techniques around

Rajesh Gunasundaram

This book incorporates the new features of ASP.NET Web API 2 that will help you to secure an ASP.NET Web API and make a well-informed decision when choosing the right security mechanism for your security requirements.We start by showing you how to set up a browser client to utilize ASP.NET Web API services. We then cover ASP.NET Web API’s security architecture, authentication, and authorization to help you secure a web API from unauthorized users. Next, you will learn how to use SSL with ASP.NET Web API, including using SSL client certificates, and integrate the ASP.NET Identity system with ASP.NET Web API.We’ll show you how to secure a web API using OAuth2 to authenticate against a membership database using OWIN middleware. You will be able to use local logins to send authenticated requests using OAuth2. We also explain how to secure a web API using forms authentication and how users can log in with their Windows credentials using integrated Windows authentication. You will come to understand the need for external authentication services to enable OAuth/OpenID and social media authentication. We’ll then help you implement anti-Cross-Site Request Forgery (CSRF) measures in ASP.NET Web API.Finally, you will discover how to enable Cross-Origin Resource Sharing (CORS) in your web API application.

Automated Testing in Microsoft Dynamics 365 Business Central. Efficiently automate test cases in Dynamics NAV and Business Central

Luc van Vugt

Dynamics 365 Business Central is the new cloud-based SaaS ERP proposition from Microsoft. It’s not as simple as it used to be way back when it was called Navigator, Navision Financials, or Microsoft Business Solutions-Navision. Our development practices are becoming more formal, and with this, the call for test automation is pressing on us.This book will teach you to leverage testing tools available with Dynamics 365 Business Central to perform automated testing. We’ll begin with a quick introduction to automated testing, followed by an overview of test automation in Dynamics 365 Business Central. Then you’ll learn to design and build automated tests and we’ll go through some efficient methods to get from requirements to application and testing code. Lastly, you’ll learn to incorporate your own and Microsoft tests into your daily development practice.By the end of the book, you’ll be able to write your own automated tests for Dynamics 365 Business Central.

Build Your Own Web Framework in Elixir. Develop lightning-fast web applications using Phoenix and metaprogramming

Aditya Iyengar, Eric Sullivan

Elixir's functional nature and metaprogramming capabilities make it an ideal language for building web frameworks, with Phoenix being the most ubiquitous framework in the Elixir ecosystem and a popular choice for companies seeking scalable web-based products. With an ever-increasing demand for Elixir engineers, developers can accelerate their careers by learning Elixir and the Phoenix web framework. With Build Your Own Web Framework in Elixir, you’ll start by exploring the fundamental concepts of web development using Elixir. You'll learn how to build a robust web server and create a router to direct incoming requests to the correct controller. Then, you'll learn to dispatch requests to controllers to respond with clean, semantic HTML, and explore the power of Domain-Specific Languages (DSL) and metaprogramming in Elixir. You'll develop a deep understanding of Elixir's unique syntax and semantics, allowing you to optimize your code for performance and maintainability. Finally, you'll discover how to effectively test each component of your application for accuracy and performance. By the end of this book, you'll have a thorough understanding of how Elixir components are implemented within Phoenix, and how to leverage its powerful features to build robust web applications.

Mastering Palo Alto Networks. Build, configure, and deploy network solutions for your infrastructure using features of PAN-OS - Second Edition

Tom Piens aka 'reaper', Kim Wens aka 'kiwi'

Palo Alto Networks integrated platform makes it easy to manage network and cloud security along with endpoint protection and a wide range of security services.This audiobook is a guide to configure firewalls and deploy them in your network infrastructure. You will see how to quickly set up, configure and understand the technology, and troubleshoot any issues that may occur. This audiobook will serve as your go-to reference for everything from setting up to troubleshooting complex issues. You will learn your way around the web interface and command-line structure, understand how the technology works so you can confidently predict the expected behavior, and successfully troubleshoot any anomalies you may encounter. Finally, you will see how to deploy firewalls in a cloud environment, and special or unique considerations when setting them to protect resources.By the end of this audiobook, for your configuration setup you will instinctively know how to approach challenges, find the resources you need, and solve most issues efficiently.This is an abridged version. This condensed version aims to get you all the essential knowledge offered by our book - Mastering Palo Alto Networks in an easy-to-digest format

Microsoft Dynamics GP 2013 Financial Management. Unleash the power of financial management with tips, techniques, and solutions for Microsoft Dynamics GP 2013

Ian Grieve

Microsoft Dynamics GP 2013 is a mature accounting software, ERP application, which is aimed at making life easier for financial professionals. This book is to assist readers in improving their use of Microsoft Dynamics GP by showing them how to get the most out of the financial aspect of the system.Microsoft Dynamics GP 2013 Financial Management is intended to add value to your organization by making use of additional modules and processes by introducing readers, new or experienced, to some of the financial management modules of Dynamics GP, such as Analytical Accounting, Cash Flow Management, and Encumbrance Management.Microsoft Dynamics GP 2013 Financial Management introduces the six essential financial modules. You will get acquainted with accounting to enable reporting, before gaining an oversight into inflow and outflow of cash. Budget studies cover all aspects of budget use in Dynamics GP for comparing actual figures against the budgets created and maintained within the system. The final chapters cover PO Commitments and Encumbrance Management; two sides of the same coin. Both modules allow for the control of purchasing by either committing or encumbering the transactions and preventing overspending.

Amazon SimpleDB: LITE. A book and eBook that addresses: what is SimpleDB, how does it compare to relational databases, and how to get started?

Richard Helms, Prabhakar Chaganti, Rich Helms

Programming Puzzles: Python Edition. The Guide to Sharpen Your Coding Skills with Engaging and Challenging Puzzles

Matthew Whiteside

Programming Puzzles is a meticulously crafted collection designed to elevate your coding skills through engaging and challenging exercises. The book begins with a helpful guide on getting started, ensuring that readers are well-prepared to tackle the puzzles ahead. As you delve deeper, you'll encounter a series of challenge puzzles that test your logical thinking and problem-solving abilities, followed by fun puzzles that offer a more relaxed yet equally rewarding experience.Hints are provided for the challenge puzzles to guide you through particularly tough spots, ensuring you stay motivated without giving away the solutions. Once you've worked through the puzzles, comprehensive solutions are provided, allowing you to understand different approaches and learn from your mistakes. Each section of the book is designed to progressively build your skills, from basic logic to advanced problem-solving techniques, making it an invaluable resource for anyone looking to improve their programming abilities.The journey through this book is not just about finding solutions; it's about developing a deeper understanding of how to approach and solve complex problems. By the end of this book, you'll have honed your coding skills, enhanced your logical thinking, and gained a new appreciation for the art of problem-solving in programming.