From the critically acclaimed author of THE BROKEN EMPIRE series comes a brilliant new epic fantasy series, THE RED QUEEN’S WAR.

Learn to build expert NLP and machine learning projects using NLTK and other Python libraries About This Book Break text down into its component parts for spelling correction, feature extraction, and phrase transformation Work through NLP concepts with simple and easy-to-follow programming recipes Gain insights into the current and budding research topics of NLP Who This Book Is For If you are an NLP or machine learning enthusiast and an intermediate Python programmer who wants to quickly master NLTK for natural language processing, then this Learning Path will do you a lot of good. Students of linguistics and semantic/sentiment analysis professionals will find it invaluable. What You Will Learn The scope of natural language complexity and how they are processed by machines Clean and wrangle text using tokenization and chunking to help you process data better Tokenize text into sentences and sentences into words Classify text and perform sentiment analysis Implement string matching algorithms and normalization techniques Understand and implement the concepts of information retrieval and text summarization Find out how to implement various NLP tasks in Python In Detail Natural Language Processing is a field of computational linguistics and artificial intelligence that deals with human-computer interaction. It provides a seamless interaction between computers and human beings and gives computers the ability to understand human speech with the help of machine learning. The number of human-computer interaction instances are increasing so it’s becoming imperative that computers comprehend all major natural languages. The first NLTK Essentials module is an introduction on how to build systems around NLP, with a focus on how to create a customized tokenizer and parser from scratch. You will learn essential concepts of NLP, be given practical insight into open source tool and libraries available in Python, shown how to analyze social media sites, and be given tools to deal with large scale text. This module also provides a workaround using some of the amazing capabilities of Python libraries such as NLTK, scikit-learn, pandas, and NumPy. The second Python 3 Text Processing with NLTK 3 Cookbook module teaches you the essential techniques of text and language processing with simple, straightforward examples. This includes organizing text corpora, creating your own custom corpus, text classification with a focus on sentiment analysis, and distributed text processing methods. The third Mastering Natural Language Processing with Python module will help you become an expert and assist you in creating your own NLP projects using NLTK. You will be guided through model development with machine learning tools, shown how to create training data, and given insight into the best practices for designing and building NLP-based applications using Python. This Learning Path combines some of the best that Packt has to offer in one complete, curated package and is designed to help you quickly learn text processing with Python and NLTK. It includes content from the following Packt products: NTLK essentials by Nitin Hardeniya Python 3 Text Processing with NLTK 3 Cookbook by Jacob Perkins Mastering Natural Language Processing with Python by Deepti Chopra, Nisheeth Joshi, and Iti Mathur Style and approach This comprehensive course creates a smooth learning path that teaches you how to get started with Natural Language Processing using Python and NLTK. You’ll learn to create effective NLP and machine learning projects using Python and NLTK.

Sauté your way through more than 100 hands-on recipes designed to prepare any server administrator to work with Windows Server 2016 About This Book Get the first book on the market to unleash the power of Windows Server 2016, which improves the lives of thousands of enterprise users Be the first to leverage the advent of Containers and Nano Server on Windows Server 2016, which utilizes the resources efficiently and increases productivity. This practical, recipe-based approach helps you to delivering global-scale cloud services into your infrastructure using Windows Server 2016 Who This Book Is For This book is for system administrators and IT professionals with experience in Windows Server 2012 R2 environments who are looking to acquire the skills and knowledge necessary to manage and maintain the core infrastructure required for a Windows Server 2016 environment. What You Will Learn Build the infrastructure required for a successful Windows network Navigate the new Server 2016 interface efficiently Implement solid networking and security practices into your Windows Server environment Design your own PKI and start issuing certificates today Explore the brand-new Nano Server functionality Enable nested virtualization on Hyper-V and Server Connect your remote laptops back to the corporate network using Microsoft's own remote access technologies, including DirectAccess Provide a centralized point for users to access applications and data by configuring Remote Desktop Services Compose optimal Group Policies Facilitate task automation with PowerShell 5.0 *ing In Detail This hands-on Cookbook is stuffed full of practical recipes that will help you handle the essential administrative tasks in Windows Server 2016. You’ll start by familiarizing yourself with the look and feel of Windows Server 2016, and will then learn how to navigate through some daily tasks using the graphical interface. You will see how to compose optimal Group Policies and facilitate task automation with PowerShell 5.0 *ing. We will also take a look at the functions available to provide remote network access to your traveling users, and explore the much anticipated Nano Server and Hyper-V built-in integration support that is brand new in Windows Server 2016. By the end of this book, you will know how to take your Windows Server 2016-powered server and turn it into any common infrastructure role that might be required in your company. Style and approach The book follows a recipe-based approach that starts with an introduction and the installation of Windows Server 2016, then dives into the powerful features, and then ends with the concept of security.

Pulitzer-winning, scintillating studies in yearning and exile from a Bengali Bostonian woman of immense promise. A couple exchange unprecedented confessions during nightly blackouts in their Boston apartment as they struggle to cope with a heartbreaking loss; a student arrives in new lodgings in a mystifying new land and, while he awaits the arrival of his arranged-marriage wife from Bengal, he finds his first bearings with the aid of the curious evening rituals that his centenarian landlady orchestrates; a schoolboy looks on while his childminder finds that the smallest dislocation can unbalance her new American life all too easily and send her spiralling into nostalgia for her homeland… Jhumpa Lahiri’s prose is beautifully measured, subtle and sober, and she is a writer who leaves a lot unsaid, but this work is rich in observational detail, evocative of the yearnings of the exile (mostly Indians in Boston here), and full of emotional pull and reverberation.

This practical and inspirational guide, in a handy sketchbook format, is aimed at the practised beginner and shows how to achieve successful watercolour paintings of people in just 30 minutes – ideal for the busy amateur artist who doesn't have much time to paint. Many people think they don't have enough time to paint, but in this attractive guide Trevor Waugh encourages quick and simple painting. By working with just a few materials and focusing on the key techniques it is possible to achieve successful, realistic paintings of people in no more than half an hour. And for those artists who already have a little painting experience, learning to work more quickly enables them to free up their style and paint more spontaneously. All the key topics are covered, from watercolour techniques, colour and tone to learning about proportions, simple silhouettes, facial features, and backgrounds.

The latest title from the internationally bestselling author and foster carer Cathy Glass. Beth is a sweet-natured child who appears to have been well looked after. But it isn’t long before Cathy begins to have concerns that the relationship between Beth and her father is not as it should be. Little Beth, aged 7, has been brought up by her father Derek after her mother left when she was a toddler. When Derek is suddenly admitted to hospital with psychiatric problems Beth is taken into care and arrives at Cathy’s. Beth and her father clearly love each other very much and Derek spoils his daughter, treating her like a princess, but there is something bothering Cathy, something she can’t quite put her finger on. Meanwhile Cathy’s husband is working away a lot and coming home less at weekends. Then, suddenly, everything changes. Events take a dramatic turn for both Beth and Cathy and her family; as Cathy strives to pick up the pieces all their lives are changed forever.

How to cope when the world overwhelms you. For those people who: have a keen imagination; are labelled too shy or too sensitive; who perform poorly when being observed even though they are usually competent; have vivid dreams; for whom time alone each day is essential; and find they are quickly overwhelmed by noise and confusion, crowded parties, hectic office life…………. this is the book to help them understand themselves and how best to cope in various situations. Highly sensitive people are often very bright and creative but many suffer from low self esteem. They are not ‘neurotics’ as they have been labelled for so long. However, high sensitivity can lead them to cease to engage with the outside world. The book offers solutions for a happy and fulfilling life. Particularly in the way an HSP perceives his or herself: the book helps to ‘reframe’ past events, such as a difficult childhood, or how they see themselves – ie. shy. Particularly strong material for those raising a sensitive child

Learn how to create mobile and full-stack web applications in JavaScript by getting a deeper insight into Meteor About This Book This step-by-step tutorial will show you how to build fast, complex web applications Over 65 hands-on recipes help you build and deploy elegant web applications Optimize your web application for production use Who This Book Is For If you are a web developer who is familiar with Meteor and has basic knowledge of web development, and you now want to explore new paradigms of single-page, real-time applications, this course is perfectly suited for you. What You Will Learn Secure your site with Meteor best practices Create reactive templates that update themselves when data changes Add routing to a single-page application and make it appear like a real website Make your own Meteor packages and see how to make them public Rapidly build robust, responsive user interfaces Publish your own reusable custom packages Optimize your site for load speed with advanced publishers and subscribers Master the intricacies of front-end development using Jeet, Bootstrap, CSS animations, and more Leverage the aggregation framework to produce results with big data Optimize your site for search engine visibility In Detail Meteor is best JavaScript development platform and is packed with collections of libraries and packages bound together in a tidy way to take care of everything from development to production, making your web development easier. This course follows a learning path divided into three modules. Each module is a mini course in its own right, taking your knowledge to a new level as you progress. The first module takes you from the installation of Meteor to building a fully working web blog (including back end) to create and edit posts. Your path will begin with the basic concepts and folder structure of a Meteor project, learning how Meteor templates work to test packages, and seeing the application itself. The second module is a cookbook that starts with simple recipes designed for quick reference, and culminating advanced recipes that walk you through building and deploying a complete application. The cookbook covers all the major areas of Meteor development, including lesser-known and undocumented features too. With all the important concepts covered in the previous modules, the third module will get you equipped with simple solutions to boost your development skills. You’ll learn about mapping of real-world data and optimizing it, how to optimize and secure web applications and how to deploy and maintain it without breaking its features. Throughout the module, you will put your skills into practice and build an online shop from scratch. This Learning Path combines some of the best that Packt has to offer in one complete, curated package. It includes content from the following Packt products: Building Single-page Web Apps with Meteor, Fabian Vogelsteller Meteor Cookbook, Isaac Strack Meteor Design Patterns, Marcelo Reyna Style and approach This practical handbook has a step-by-step approach to help you improve your developer skills and efficiently built web applications using Meteor.

As a favour to an old friend, Hercule Poirot finds himself at a summer fete in Devon, taking part not in a Treasure Hunt, but a Murder Hunt, in this never-before-published novella version of Dead Man’s Folly. Now released for the first time in print in this illustrated collector’s edition. Sir George and Lady Stubbs, the hosts of a village fête, hit upon the novel idea of staging a mock murder mystery. In good faith, Ariadne Oliver, the well known crime writer, agrees to organise their murder hunt. But at the last minute Ariadne calls her friend Hercule Poirot for his expert assistance. Instinctively, she senses that something sinister is about to happen… In 1954, Agatha Christie wrote this novella with the intention of donating the proceeds to a fund set up to buy stained glass windows for her local church at Churston Ferrers, and she filled the story with references to local places, including her own home of Greenway. But having completed it, she decided instead to expand the story into a full-length novel, Dead Man’s Folly, which was published two years later, and donated a Miss Marple story (Greenshaw’s Folly) to the church fund instead. Unseen for sixty years, Hercule Poirot and the Greenshore Folly is finally published in this collector’s hardback edition. The book includes a jacket painting, illustrations and exclusive introduction by Tom Adams, Agatha Christie’s most famous cover artist, who is back illustrating Agatha Christie for the first time in more than 30 years.

Design and implement successful private clouds with OpenStack About This Book Explore the various design choices available for cloud architects within an OpenStack deployment Craft an OpenStack architecture and deployment pipeline to meet the unique needs of your organization Create a product roadmap for Infrastructure as a Service in your organization using this hands-on guide Who This Book Is For This book is written especially for those who will design OpenStack clouds and lead their implementation. These people are typically cloud architects, but may also be in product management, systems engineering, or enterprise architecture. What You Will Learn Familiarize yourself with the components of OpenStack Build an increasingly complex OpenStack lab deployment Write compelling documentation for the architecture teams within your organization Apply Agile configuration management techniques to deploy OpenStack Integrate OpenStack with your organization's identity management, provisioning, and billing systems Configure a robust virtual environment for users to interact with Use enterprise security guidelines for your OpenStack deployment Create a product roadmap that delivers functionality quickly to the users of your platform In Detail Over the last five years, hundreds of organizations have successfully implemented Infrastructure as a Service (IaaS) platforms based on OpenStack. The huge amount of investment from these organizations, industry giants such as IBM and HP, as well as open source leaders such as Red Hat have led analysts to label OpenStack as the most important open source technology since the Linux operating system. Because of its ambitious scope, OpenStack is a complex and fast-evolving open source project that requires a diverse skill-set to design and implement it. This guide leads you through each of the major decision points that you'll face while architecting an OpenStack private cloud for your organization. At each point, we offer you advice based on the experience we've gained from designing and leading successful OpenStack projects in a wide range of industries. Each chapter also includes lab material that gives you a chance to install and configure the technologies used to build production-quality OpenStack clouds. Most importantly, we focus on ensuring that your OpenStack project meets the needs of your organization, which will guarantee a successful rollout. Style and approach This is practical, hands-on guide to implementing OpenStack clouds, where each topic is illustrated with real-world examples and then the technical points are proven in the lab.

Build a tower defense game and earn delectable C# treats by baking cupcakes and fighting fearsome sweet-toothed pandas About This Book Build a complete and exciting 2D Tower Defense game from scratch. Understand and learn to perform each phase of the game development pipeline Homework and exercises to improve your skills and take them to the next level Who This Book Is For If you are looking forward to get started with 2D game development, either if you are a newcomer to this world, or you came from 3D games or other game engines, this book is for you. Although there are many references to other resources throughout the book, it is assumed that you have a general understanding of C# and its syntax and structure. What You Will Learn Import and set up assets for 2D game development Design and implement dynamic and responsive User Interfaces Create and handle complex animation systems Unlock all the potentiality of the physics engine Implement Artificial Intelligence algorithms to give intelligence to your NPCs Script gameplay and overall bring your ideas to life In Detail Want to get started in the world of 2D game development with UnityThis book will take your hand and guide you through this amazing journey to let you know exactly what you need to build the games you want to build, without sacrificing quality. You will build a solid understanding of Unity 5.x, by focusing with the embedded tools to develop 2D games. In learning about these, along with accurate explanations and practical examples, you will design, develop, learn how to market and publish a delectable Tower Defense game about cupcakes versus pandas. Each chapter in this book is structured to give you a full understanding on a specific aspect of the workflow pipeline. Each of these aspects are essential for developing games in Unity. In a step-by-step approach, you will learn about each of the following phases: Game Design, Asset Importing, Scripting, User Interfaces, Animations, Physics, Artificial Intelligence, Gameplay Programming, Polishing and Improving, Marketing, Publishing and much more. This book provides you with exercises and homework at the end of each chapter so that you can level up your skills as a Unity game developer. In addition, each of these parts are centered on a common point of discussion with other learners just like you. Therefore, by sharing your ideas with other people you will not only develop your skills but you will also build a network. Style and approach This is a fun step-by-step approach in the whole pipeline of 2D game development in Unity, which is explained in a conversational and easy-to-follow style. Each topic is explained sequentially, allowing you to experience both basics and advanced features of Unity. By doing this, the book is able to provide you with a solid grasp on each of the topics. In this way, by engaging with the book’s content, exploring the additional references to further readings and completing the homework sections, you are able to challenge yourself and apply what you know in a variety of ways. Once you have finished reading this book, you will be well on your way to developing games from start to finish!

The Sunday Times Number 1 Bestseller ‘A fabulous story, superbly told … cannot be bettered’ Max Hastings ‘Some battles change nothing. Waterloo changed almost everything.’ On the 18th June 1815 the armies of France, Britain and Prussia descended upon a quiet valley south of Brussels. In the previous three days the French army had beaten the British at Quatre-Bras and the Prussians at Ligny. The Allies were in retreat. The blood-soaked battle of Waterloo would become a landmark in European history, to be examined over and again, not least because until the evening of the 18th, the French army was close to prevailing on the battlefield. Now, brought to life by the celebrated novelist Bernard Cornwell, this is the chronicle of the four days leading up to the actual battle and a thrilling hour-by-hour account of that fateful day. In his first work of non-fiction, Cornwell combines his storytelling skills with a meticulously researched history to give a riveting account of every dramatic moment, from Napoleon’s escape from Elba to the smoke and gore of the battlefields. Through letters and diaries he also sheds new light on the private thoughts of Napoleon and the Duke of Wellington, as well as the ordinary officers and soldiers. Published to coincide with the bicentenary in 2015, Waterloo is a tense and gripping story of heroism and tragedy – and of the final battle that determined the fate of Europe.

Learn effective tools and techniques to separate big data into manageable and logical components for efficient data visualization About This Book This unique guide teaches you how to visualize your cluttered, huge amounts of big data with ease It is rich with ample options and solid use cases for big data visualization, and is a must-have book for your shelf Improve your decision-making by visualizing your big data the right way Who This Book Is For This book is for data analysts or those with a basic knowledge of big data analysis who want to learn big data visualization in order to make their analysis more useful. You need sufficient knowledge of big data platform tools such as Hadoop and also some experience with programming languages such as R. This book will be great for those who are familiar with conventional data visualizations and now want to widen their horizon by exploring big data visualizations. What You Will Learn Understand how basic analytics is affected by big data Deep dive into effective and efficient ways of visualizing big data Get to know various approaches (using various technologies) to address the challenges of visualizing big data Comprehend the concepts and models used to visualize big data Know how to visualize big data in real time and for different use cases Understand how to integrate popular dashboard visualization tools such as Splunk and Tableau Get to know the value and process of integrating visual big data with BI tools such as Tableau Make sense of the visualization options for big data, based upon the best suited visualization techniques for big data In Detail When it comes to big data, regular data visualization tools with basic features become insufficient. This book covers the concepts and models used to visualize big data, with a focus on efficient visualizations. This book works around big data visualizations and the challenges around visualizing big data and address characteristic challenges of visualizing like speed in accessing, understanding/adding context to, improving the quality of the data, displaying results, outliers, and so on. We focus on the most popular libraries to execute the tasks of big data visualization and explore "big data oriented" tools such as Hadoop and Tableau. We will show you how data changes with different variables and for different use cases with step-through topics such as: importing data to something like Hadoop, basic analytics. The choice of visualizations depends on the most suited techniques for big data, and we will show you the various options for big data visualizations based upon industry-proven techniques. You will then learn how to integrate popular visualization tools with graphing databases to see how huge amounts of certain data. Finally, you will find out how to display the integration of visual big data with BI using Cognos BI. Style and approach With the help of insightful real-world use cases, we’ll tackle data in the world of big data. The scalability and hugeness of the data makes big data visualizations different from normal data visualizations, and this book addresses all the difficulties encountered by professionals while visualizing their big data.

Saved by an immortal after an attack by a Beast, Chris Avern is doomed to carry that beast within himself. It taints his soul with a darkness that can only be purged by finding his chosen mate. Now, as a Knight of White, a demon fighter caught up in an ancient war between good and evil, Chris must battle the soulless Darkland Beasts intent on reaking destruction upon humanity. Sent to save the hometown he left twenty-five years ago from an onslaught of Beasts, Chris comes to the rescue of ranch owner Alexis Wright. He is drawn to Alexis with a demanding passion that nearly overwhelms him and he recognizes immediately that Alexis must be his chosen mate. But, while he knows Alexis can be his salvation, he is torn by conflict. For to draw her into his world, he must put her life...and her soul...in unimaginable danger. Previously published by Harlequin.

Billionaire Oscar Balfour’s daughters are the darlings of the tabloid press – so it’s no surprise that the arrival of an illegitimate Balfour girl sends the gossip columns wild! Mia needs to learn the gilt-edged ways of his world fast. Brooding Greek tycoon Nikos takes her on as his personal assistant. Can he come to her rescue?

Indulge your fantasies of delicious Regency Rakes, fierce Viking warriors and rugged Highlanders. Be swept away into a world of intense passion, lavish settings and romance that burns brightly through the centuries From street pauper… Runaway Georgie is disguised as a boy, and living life on the streets after fleeing her scheming aunt and uncle. Cold, hungry and desperate, she’s forced to pickpocket. But Georgie thieves from the wrong man – the dashing Captain Richard Hernshaw! …to captain’s lady! The consummate Captain soon discovers the grubby boy is actually a pretty young woman – from a highly respectable family! He’s instantly attracted to the homeless heiress, but dark secrets of his own may prevent him from ever being able to make her his wife…

Indulge your fantasies of delicious Regency Rakes, fierce Viking warriors and rugged Highlanders. Be swept away into a world of intense passion, lavish settings and romance that burns brightly through the centuries She had found her man… Miss Laura Middlebrook wanted the chance to experience all that life could offer. For that, she needed a husband – fast. Dangerous daredevil Sean Wilder had to help her! Laura’s marriage would take her from the seedy underworld of turn-of-the-century Paris to the Society parties of London. But a man like Sean Wilder had made his share of enemies. And one of them was determined to make sure that the new couple’s happiness would be brief…

After years on the run, Kinsey Templeton has settled in Crystal Springs. But when a handsome stranger steps from the stagecoach, Kinsey knows her past has finally caught up with her. If she doesn't run she is in danger of losing everything she has ever fought for --- her respectability, her home and her son. Jared Mason has searched long and far for this woman, and he will not leave until he gets what he wants. But Kinsey surprises him in so many ways and, despite everything, he wants her. So Jared will just have to make sure she never runs again ...

Respected spinster Miss Emily Winbolt, so cool and cynical with would-be suitors, puts her reputation at risk after tumbling into a stranger's arms. Suddenly, bleak loneliness is replaced with a wanton, exciting sense of abandon. But Emily is an heiress, and her rescuer none other than Sir William Ashenden, a man of some distinction. He needs to marry, and she yearns to believe that William wants plain, upright, suddenly reckless Emily—not for her fortune, but for herself….

Dare to dream… these sparkling romances will make you laugh, cry and fall in love – again and again! A Family for the Rugged Rancher Gruff rancher Luke’s new live-in housekeeper comes with an unexpected addition…a small son! Emily may be a pretty single mum but a family’s not on this bachelor’s wish list! Yet, slowly charmed by Emily and Sam, Luke begins to wonder if there might be room on his ranch – and in his heart – for a family after all… Soldier on Her Doorstep Soldier Alex promised his dying comrade he’d make sure his wife and daughter were okay. Alex was prepared for tears, but not for the beautiful woman who answered the door – or the little girl hiding behind her. Could Lisa and Lilly help to heal the hero’s heart?

Caroline can't imagine settling into a dull, respectable marriage. Her zest for life and alluring innocence draw the attention of Sir Rathbone - who is far from dull But should she resist the attentions of the most sought-after bachelor in town?