Bücher veröffentlicht von Packt Publishing Limited

With the help of advanced machine learning techniques, engaging activities, and detailed code examples, this book will train you to find solutions for challenging data science problems and help you develop the skills needed for feature selection and feature engineering.

Create powerful applications for the modern webKey Features Build a complete single page application with two of the most impressive frameworks in modern development Find out how to bring together the capabilities and features of both Angular 2 and ASP.NET Core From managing data, to application design, through to SEO optimization and security - take a comprehensive approach to building your next web projectBook DescriptionWriting code is about striking a balance between maintainability and productivity-how quickly you can write it against how much more you have to write in the future. This is a guide to doing just that by combining the impressive capabilities of ASP.NET Core and Angular 2. It shows you how to successfully manage an API and use it to support and power a dynamic single-page application.We'll show you how to construct your data model and manage routing and redirects before wrapping it up and styling it, all with the help of ASP.NET and Angular 2. You'll also learn how to optimize your application for SEO, check and secure any vulnerabilities, implement a viable authentication mechanism and, last but not least, use the proper tools and strategies for successful deployment. From readable URIs to OData retrieval and authentication patterns, we'll make sure you have all the technical knowledge you need and, more importantly, bring it all together so you can focus on what's important: a high-quality application that performs for users.What you will learn Find out how ASP.NET Core's and Angular 2's features perfectly complement each other Learn how to set up the resources you need and configure the MVC 6 interface Handle requests and actions using server-side and client-side Routing Create the Data Model using Entity Framework Core Learn how to use Angular 2 components and master directives Implement a token-based authorization and authentication flow supporting external login providers such as Facebook, Google, Twitter and more Create responsive, mobile-friendly views using Bootstrap and LESS Setup and optimize your production environment using IIS and SQL Server Secure your application against a diverse range of dangerous security threats

Are you are looking for a better, more efficient, and more powerful way of building front-end web applications? Well, look no further, you have come to the right place! This book comprehensively integrates Angular 4 into your tool belt, then runs you through all the new options you now have on hand for your web apps without bogging you down. Th...

Frank Kane's Taming Big Data with Apache Spark and Python is your companion to learning Apache Spark in a hands-on manner. Frank will start you off by teaching you how to set up Spark on a single system or on a cluster, and you'll soon move on to analyzing large data sets using Spark RDD, and developing and running effective Spark jobs quickly .

Python is one of the most powerful, flexible, and popular programming languages in the world. With Python, you can write code that is efficient, maintainable, and reusable. This book covers the basics of operating in a Python development environment. It also presents you with real-world solutions to Python 3.6 and advanced-level concepts.

Elasticsearch is a Lucene-based search and analytics engine for distributed search and analytics. This book will be your hands-on guide as you explore and put to use the features of Elasticsearch 5.x.

Mastering Kali Linux for Advanced Penetration Testing will provide you with a number or proven techniques to defeat the latest defences on the networks using Kali Linux. From selecting the most effective tools, to rapidly compromising network security, to highlighting the techniques used to avoid detection.

Master key Java machine learning libraries and their applications with the help of real-world case studies. Explore advanced machine learning techniques such as anomaly detection, stream learning, active learning, semi-supervised learning, probabilistic graph modeling, text mining, deep learning, and big data batch and stream machine learning.

A comprehensive and practical guide to Windows Server 2016Key Features In-depth coverage of new features of Windows Server 2016 Gain the necessary skills and knowledge to design and implement Microsoft Server 2016 in enterprise environment Know how you can support your medium to large enterprise and leverage your experience in administering Microsoft Server 2016, A practical guide to administering Windows server 2016Book DescriptionWindows Server 2016 is the server operating system developed by Microsoft as part of the Windows NT family of operating systems, developed concurrently with Windows 10. With Windows Server 2016, Microsoft has gotten us thinking outside of the box for what it means to be a system administration, and comes with some interesting new capabilities. These are exciting times to be or to become a server administrator!This book covers all aspects of administration level tasks and activities required to gain expertise in Microsoft Windows Server 2016. You will begin by getting familiar and comfortable navigating around in the interface. Next, you will learn to install and manage Windows Server 2016 and discover some tips for adapting to the new server management ideology that is all about centralized monitoring and configuration.You will deep dive into core Microsoft infrastructure technologies that the majority of companies are going to run on Server 2016. Core technologies such as Active Directory, DNS, DHCP, Certificate Services, File Services, and more. We will talk about networking in this new operating system, giving you a networking toolset that is useful for everyday troubleshooting and maintenance. Also discussed is the idea of Software Defined Networking. You will later walk through different aspects of certificate administration in Windows Server 2016. Three important and crucial areas to cover in the Remote Access role -- DirectAccess, VPN, and the Web Application Proxy -- are also covered.You will then move into security functions and benefits that are available in Windows Server 2016. Also covered is the brand new and all-important Nano Server!We will incorporate PowerShell as a central platform for performing many of the functions that are discussed in this book, including a chapter dedicated to the new PowerShell 5.0. Additionally, you will learn about the new built-in integration for Docker with this latest release of Windows Server 2016. The book ends with a discussion and information on virtualizing your datacenter with Hyper-V.By the end of this book, you will have all the ammunition required to start planning for and implementing Windows Server 2016.What you will learn Familiarize yourself with Windows Server 2016 ideology, the core of most datacenters running today New functions and benefits provided only by the new Windows Server 2016 Get comfortable working with Nanoserver Secure your network with new technologies in Server 2016 Harden your Windows Servers to help keep those bad guys out! Using new built-in integration for Docker with this latest release of Windows Server 2016 Virtualize your datacenter with Hyper-VWho this book is forThe book is targeted at System Administrators and IT professionals who would like to design and deploy Windows Server 2016 (physical and logical) Enterprise infrastructure. Previous experience of Windows Server operating systems and familiarity with networking concepts is assumed. System administrators who are upgrading or migrating to Windows Server 2016 would also find this book useful.

Docker containers promise to radicalize the way developers build, deploy, and manage applications running in the cloud. Kubernetes provides the orchestration tools needed to realize that promise in production. In this book, you will learn to deploy a production-ready Kubernetes cluster on the AWS platform and also discover the power of Kubernetes.

This book will provide you an overview of Deep Learning techniques to facilitate the analytics and learning in various IoT apps. We will take you through each process - from data collection, analysis, modeling, statistics, and monitoring. We will make IoT data speak with a set of popular frameworks, like TensorFlow, TensorFlow Lite, and Chainer.

Web scraping is an essential technique used in many organizations to scrape valuable data from web pages. This book will help you master web scraping techniques and methodologies using Python libraries and other popular tools such as Selenium. By the end of this book, you will have learned how to efficiently scrape different websites.