A comprehensive guide to design, build and execute effective Big Data strategies using Hadoop About This Book ? Get an in-depth view of the Apache Hadoop ecosystem and an overview of the architectural patterns pertaining to the popular Big Data platform ? Conquer different data processing and analytics challenges using a multitude of tools such as Apache Spark, Elasticsearch, Tableau and more ? A comprehensive, step-by-step guide that will teach you everything you need to know, to be an expert Hadoop Architect Who This Book Is For This book is for Big Data professionals who want to fast-track their career in the Hadoop industry and become an expert Big Data architect. Project managers and mainframe professionals looking forward to build a career in Big Data Hadoop will also find this book to be useful. Some understanding of Hadoop is required to get the best out of this book. What You Will Learn ? Build an efficient enterprise Big Data strategy centered around Apache Hadoop ? Gain a thorough understanding of using Hadoop with various Big Data frameworks such as Apache Spark, Elasticsearch and more ? Set up and deploy your Big Data environment on premises or on the cloud with Apache Ambari ? Design effective streaming data pipelines and build your own enterprise search solutions ? Utilize the historical data to build your analytics solutions and visualize them using popular tools such as Apache Superset ? Plan, set up and administer your Hadoop cluster efficiently In Detail The complex structure of data these days requires sophisticated solutions for data transformation, to make the information more accessible to the users.This book empowers you to build such solutions with relative ease with the help of Apache Hadoop, along with a host of other Big Data tools. This book will give you a complete understanding of the data lifecycle management with Hadoop, followed by modeling of structured and unstructured data in Hadoop. It will also show you how to design real-time streaming pipelines by leveraging tools such as Apache Spark, and build efficient enterprise search solutions using Elasticsearch. You will learn to build enterprise-grade analytics solutions on Hadoop, and how to visualize your data using tools such as Apache Superset. This book also covers techniques for deploying your Big Data solutions on the cloud Apache Ambari, as well as expert techniques for managing and administering your Hadoop cluster. By the end of this book, you will have all the knowledge you need to build expert Big Data systems. Style and approach Comprehensive guide with a perfect blend of theory, examples and implementation of real-world use-cases

This fast-paced guide will quickly enhance your skills to develop a highly scalable Cloud environment About This Book ? Efficiently build a highly scalable and reliable cloud environment for your applications with AWS ? Leverage the various AWS components and services to build a secure, reliable, and robust environment to host your applications on ? This quick-start guide will quickly enhance your skills to develop highly scalable services Who This Book Is For This book is for IT professionals and system administrators looking to design, deploy, and manage your applications and services on the AWS cloud platform. It’s also ideal for developers looking to build highly scalable cloud-based services. A basic understanding of AWS would be beneficial. What You Will Learn ? Find out about IAM to access AWS services securely ? Explore EC2 (virtual server) and scale up/down your application based on heavy traffic ? Learn about unlimited data storage service S3 and host a static website within minutes ? Get to grips with Relational Databases and NoSQL databases under the AWS ecosystem ? Understand the caching mechanism ? Get to know about notifications service and monitor AWS services ? Secure and troubleshoot your AWS architecture In Detail AWS is at the forefront of Cloud Computing today. Businesses are adopting AWS Cloud because of its reliability, versatility, and flexible design. The main focus of this book is teaching you how to build and manage highly reliable and scalable applications and services on AWS. It will provide you with all the necessary skills to design, deploy, and manage your applications and services on the AWS cloud platform. We’ll start by exploring Amazon S3, EC2, and so on to get you well-versed with core Amazon services. Moving on, we’ll teach you how to design and deploy highly scalable and optimized workloads. You’ll also discover easy-to-follow, hands-on steps, tips, and recommendations throughout the book and get to know essential security and troubleshooting concepts. By the end of the book, you’ll be able to create a highly secure, fault tolerant, and scalable environment for your applications to run on. Style and approach This book is all about fast and intensive learning. That means we don’t waste time helping you get started. The new features provided by AWS resources are being covered with highly-effective examples to develop new things, demonstrating different ways to create and use the AWS resources efficiently.

Delve into neural networks, implement deep learning algorithms, and explore layers of data abstraction with the help of TensorFlow v1.7. About This Book ? Learn how to implement advanced techniques in deep learning with Google's brainchild, TensorFlow v1.7 ? Explore deep neural networks and layers of data abstraction with the help of this comprehensive guide ? Gain real-world contextualization through some deep learning problems concerning research and application Who This Book Is For The book is for people interested in machine learning and machine intelligence. A rudimentary level of programming in one language is assumed, as is a basic familiarity with computer science techniques and technologies, including a basic awareness of computer hardware and algorithms. Some competence in mathematics is needed to the level of elementary linear algebra and calculus. What You Will Learn ? Apply deep machine intelligence and GPU computing with TensorFlow v1.7 ? Access public datasets and use TensorFlow to load, process, and transform the data ? Discover how to use the high-level TensorFlow API to build more powerful applications ? Use deep learning for scalable object detection and mobile computing ? Train machines quickly to learn from data by exploring reinforcement learning techniques ? Explore active areas of deep learning research and applications In Detail Deep learning is a branch of machine learning algorithms based on learning multiple levels of abstraction. Neural networks, which are at the core of deep learning, are being used in predictive analytics, computer vision, natural language processing, time series forecasting, and to perform a myriad of other complex tasks. This book is conceived for developers, data analysts, machine learning practitioners and deep learning enthusiasts who want to build powerful, robust, and accurate predictive models with the power of TensorFlow v1.7, combined with other open source Python libraries. Throughout the book, you’ll learn how to develop deep learning applications for machine learning systems using Feedforward Neural Networks, Convolutional Neural Networks, Recurrent Neural Networks, Autoencoders, and Factorization Machines. Discover how to attain deep learning programming on GPU in a distributed way. You'll come away with an in-depth knowledge of machine learning techniques and the skills to apply them to real-world projects. Style and approach This step-by-step guide explores common, and not so common, deep neural networks, and shows how they can be exploited in the real world with complex raw data. Benefit from practical examples, and learn how to implement different types of neural nets to build smart applications related to text, speech, and image data processing.

Lydia Ackland was nearly blind when she fell downstairs and was killed. Her grandchildren have always accepted the official verdict – accident. Besides, they have their own problems: beautiful Kate is ending a love-affair; her brother Daniel is painfully crippled. But then that letter comes to light. Only days before her death, somebody wrote and warned their grandmother that she was ‘opening a disastrous Pandora’s Box’ and should ‘let sleeping, and perhaps dangerous, dogs lie’. The letter goads Kate and Daniel into asking lots of questions. First, who wrote it? And why does the answer, once discovered, point to their arrogant Uncle Mark, who, with his ambitious wife Helen, has inherited Longwater, the vast family estate, and the vast fortune that goes with it. Why were Mark and Helen banished from England in their youth and what are the secrets behind their long European exile? Kate follows their footsteps through Italy and Corsica, while Daniel continues to ask questions in England. Within days, both their lives have been threatened, confirming their suspicions that all is not a it seems – and perhaps never has been…

Three of Jean Ure’s stories in one bumper volume of classic girly fiction with ‘Sugar and Spice’, ‘Secret Meeting’ and ‘Is Anybody There’? ‘Sugar and Spice’: Geeky Ruth Spicer is shocked when super-cool Shayanne Sugar wants to be her friend. ‘Secret Meeting’: Annie's arranged the coolest birthday present for her best friend, Megan. ‘Is Anybody There?’: The friendship of three girls is tested when one of them accepts a lift with a stranger. These three classic girl’s stories combine vivid characters with real life problems and a touch of humour, making this essential reading for 10 – 12 year old girls.

This is the true story of C.S. Lewis – one of the greatest writers of the 20th-century – whose books for children and adults have become much loved classics. Part of the story of C.S. Lewis has been made famous through the film ‘Shadowlands’. Here this fascinating man’s entire life story is told by those who knew him personally. C.S. Lewis was born in Belfast in 1898 and was sent to England for a public school education with his elder brother, Warren. Lewis exhibited a genius for imagination and perception from his earliest years. Brought up in a Christian household, Lewis lost his faith in his teenage years but was to regain it, with reluctance, as a fellow at Magdalen College, Oxford. His faith subsequently influenced his writings. He became a vigorous champion of the Christian faith through classics such as ‘Mere Christianity’ and through his BBC broadcasts. His ‘Chronicles of Narnia’ became children’s classics and he was deluged with correspondence from his young readers. In his latter years he unexpectedly fell deeply in love with a divorced American, Joy Greshem, and married her, only to suffer the devastation of her death a few years later. C.S. Lewis died in 1963 at his home in Oxford. During his lifetime C.S. Lewis suggested to his friend, Roger Lancelyn Green, who was a fellow English scholar, that he would undertake his biography one day. After Lewis’s death in 1963 Lancelyn Green and Walter Hooper were approached by several of Lewis’s friends to write the biography. Warren Lewis, brother to Jack, contributed a great deal to the writing. The authors had at their disposal a vast collection of letters and diaries, as well as the recollections of many surviving family members and friends. Walter Hooper has enhanced the original text with additional material to provide a new, expanded edition which all C.S. Lewis fans will be keen to own.

At the age of only 36, Sir Mark Sykes was signatory to the Sykes-Picot agreement, one of the most reviled treaties of modern times. A century later, Christopher Sykes’ lively biography of his grandfather reassesses his life and work, and the political instability and violence in the Middle East attributed to it. The Sykes–Picot agreement was drawn by the eponymous British and French diplomats in 1916 to determine the divide of the collapsing empire in the event of an allied victory in World War I. Excluding Arab involvement, it negated their earlier guarantee of independence made by the British – and controversy has raged around it ever since. But who was Mark Sykes? A century on, Christopher Simon Sykes reveals new facets of a misremembered diplomatic giant. Using previously undisclosed family letters and cartoons by his grandfather, he delivers a comprehensive and humbling account of the man behind one of the most impactful policies in the Middle East.

Who is Paul Noble?Paul Noble is a genius, yet he still left school unable to speak a language – he found that the traditional learning methods left him feeling ‘confused, incapable and unable to really say anything’. Determined that there must be a better way to learn, Paul spent years devising his own unique method of learning languages which cuts out all of the grammar, all of the rote learning, and all of the stress. He began using his method to teach in his Language Institute and, hundreds of students later, he prides himself on never having had a student fail.

Compiled by a team of scientists,and edited by Jill Bailey in consultation with Sir John Burnett, Chairman of the Trustees,National Biodiversity Network and Dr Andrew Lack,Senior Lecturer in Environmental Biology,Oxford Brookes University

Cats are now the most popular pets, and it is not surprising that they have overtaken dogs in the popularity stakes. They are small, relatively silent, economical to keep, exercise themselves, easy to feed, and are ideal companions for a wide range of people, from the elderly to those who are out at work all day.Whether you want an ordinary moggie or an expensive pedigree cat, the principles of ownership and looking after them are the same. As an increasing number of owners live in big cities and small, high-rise apartment blocks, house cats are becoming more widespread. Although they may not be allowed outside like their free-roaming, predatory cousins, they share a common ancestry and owning a cat of any description is like having a relatively wild creature living with you in your home. Domestication is anathema to many cats who prefer to think that they are independent animals, under the control of nobody but themselves.

Stella Smyth and co-author Sally Bergh-Roose have been training dogs since 1978 and have been involved in competition work with a variety of dogs. Together they have been running a successful dog training course for many years.

Danger is never far off… When forensic psychologist Claire Britten started working with lawyer Nick Markwood on his South Shores project, she had no idea it would endanger her life—and the life of her daughter. But when the little girl goes missing from her South Florida home and Nick insists his long time nemesis is to blame, Claire frantically follows the trail to the Cayman Islands, desperate to save her daughter before it's too late. Nick always knew the man who staged his father's "suicide" was out to get him, but kidnapping the child of someone he cares about is despicable. Finding the billionaire criminal is one thing—meeting his demands in order to save Claire's daughter is quite another. What he wants threatens their professional and personal interests beyond imagination…but what choice do they have when a child's life is on the line?

Seventeen-year-old Violet has always been expected to sit back and let the boys do all the saving. It's the code her father, a member of the Reign of Terror motorcycle club, raised her to live by. Yet when her dad is killed carrying out Terror business, Violet knows it's up to her to do the saving. To protect herself, and her vulnerable younger brother, she needs to cut all ties with the club—including Chevy, the boy she's known and loved her whole life. But when a rival club comes after Violet, exposing old secrets and making new threats, she's forced to question what she thought she knew about her father, the Reign of Terror and what she thinks she wants. Which means re-evaluating everything: love, family, friends…and forgiveness. Caught in the cross hairs between loyalty and freedom, Violet must decide whether old friends can be trusted—and if she's strong enough to be the one person to save them all.

I dangle my legs over the edge of the cliff, tapping my heels against the smooth dirt that crumbles down the side of the continent. I don't fear falling. The world below looks unreal and distant, like it's only been painted on. Falling is something I can't even imagine. As heir to a kingdom of floating continents, Kali has spent her life bound by limits: by her duties as a member of the royal family, by a forced betrothal to the son of a nobleman and by the edge of the only world she's ever known – a small island hovering above a monster-ridden earth, long since uninhabited by humans. When Kali falls off the edge of her kingdom and miraculously survives, she is shocked to discover there are still humans on the earth. Determined to get home, Kali entrusts a rugged monster-hunter named Griffin to guide her across a world overrun by chimera, storm dragons, basilisks and other terrifying creatures. But the more time she spends on earth, the more dark truths she begins to uncover about her home in the sky, and the more resolute she is to start living for herself.

Amanda Sun weaves together two tales of love, ink and magic in this companion novella to the Paper Gods series! A long, long time ago, before the world was as we know it, Izanami and Izanagi came into being. Two of the first of the ancient gods of Japan, they crafted the world from ink and their own imaginations. Izanagi wants, more than anything, to be with Izanami—but one moment of pride could tear them apart forever. Yuki and Tanaka have been friends for as long as they can remember, but lately deeper feelings have been bubbling beneath the surface. How do they navigate the transition from friendship to true love without destroying the powerful bond between them? Set a millennia apart, can these two couples, living parallel love stories, find their happily-ever-afters?

A new Black Witch will rise…her powers vast beyond imagining. Elloren Gardner is the granddaughter of the last prophesied Black Witch, Carnissa Gardner, who drove back the enemy forces and saved the Gardnerian people during the Realm War. But while she is the absolute spitting image of her famous grandmother, Elloren is utterly devoid of power in a society that prizes magical ability above all else. When she is granted the opportunity to pursue her lifelong dream of becoming an apothecary, Elloren joins her brothers at the prestigious Verpax University to embrace a destiny of her own, free from the shadow of her grandmother's legacy. But she soon realizes that the university, which admits all manner of people—including the fire-wielding, winged Icarals, the sworn enemies of all Gardnerians—is a treacherous place for the granddaughter of the Black Witch. As evil looms on the horizon and the pressure to live up to her heritage builds, everything Elloren thought she knew will be challenged and torn away. Her best hope of survival may be among the most unlikely band of misfits…if only she can find the courage to trust those she's been taught to hate and fear.

Zoe knows something needs to change… Zoe knows something needs to change… Living alone with her cat, Zoe must face up to the truth about her life. She has ended her long-term relationship, works from home, and is isolated from her baby-obsessed best friend. Zoe is more than just newly single. Zoe is alone. A new friendship and a surprise romance may offer Zoe the connections she is after, but they won’t come without their own complications! The third of Susan Mallery’s Mischief Bay series is full of warmth, laughter, and the dilemmas of family life. Perfect for fans of Debbie Macomber, and Jennifer Joyce.

‘A chilling, unnerving, and timely debut’ Katharine McGee, New York Times bestselling author of The Thousandth Floor In a world where every word is copyrighted, one girl would rather remain silent than pay to speak Speth has been raised to know the consequences of falling into debt, and can't begin to imagine the pain of having her eyes shocked for speaking words that she's unable to afford. But when Speth's friend Beecher commits suicide rather than work off his family's crippling debt, she can't express her shock and dismay. Backed into a corner, Speth finds a loophole: she closes her mouth and vows never to speak again in protest at the unjust rules of the land. Speth's unexpected defiance of tradition sparks a media frenzy, inspiring others to follow in her footsteps, and threatens to destroy her, her family and the entire city around them. Praise for All Rights Reserved: ‘I adored this book… The final speech in the book made me cry.’ Amber Green, on Amazon ‘I loved this fresh new approach to a potential future dilemma.’ Amazon Reviewer ‘I love the author’s quick wit, and his characters are much more than one dimensional sci-fy heroes!’ Amazon Reviewer ‘This book is an absolutely amazing piece of satiric literature’ Sandra Vattimo, on Amazon. ‘The author creates an amazing and frightening world of corporate interests run amok.’ Amazon Reviewer

Two sisters who couldn’t be more different if they tried… Harper put being a wife and mother above thoughts of a career, and has watched her sister become a celebrated scientist from the sidelines. But when her life is turned upside down by divorce, can she learn to put herself first? Stacey is left reeling by her unexpected pregnancy. More at home with neurological diseases than nappies, she can’t help feeling she lacks her sister’s maternal genes. What if she just doesn’t have what it takes to be a mother? Separately they may be a mess, but Harper and Stacey are about to discover that, together, they can face anything. Perfect for fans of Debbie Macomber, Melissa Hill, and Trisha Ashley, Sisters Like Us is a story of laughter, tears, and the unbreakable bond between sisters.

WINNER OF THE HUGO AWARD FOR BEST ALL-TIME SERIES The Foundation series is Isaac Asimov’s iconic masterpiece. Unfolding against the backdrop of a crumbling Galactic Empire, the story of Hari Seldon’s two Foundations is a lasting testament to an extraordinary imagination, one whose unprecedented scale shaped science fiction as we know it today. The Galactic Empire has prospered for twelve thousand years. Nobody suspects that the heart of the thriving Empire is rotten, until psychohistorian Hari Seldon uses his new science to foresee its terrible fate. Exiled to the desolate planet Terminus, Seldon establishes a colony of the greatest minds in the Empire, a Foundation which holds the key to changing the fate of the galaxy. However, the death throes of the Empire breed hostile new enemies, and the young Foundation’s fate will be threatened first.

WINNER OF THE HUGO AWARD FOR BEST ALL-TIME SERIES The Foundation series is Isaac Asimov’s iconic masterpiece. Unfolding against the backdrop of a crumbling Galactic Empire, the story of Hari Seldon’s two Foundations is a lasting testament to an extraordinary imagination, one whose unprecedented scale shaped science fiction as we know it today. The First Foundation survived two centuries of barbarism as the once-mighty Galactic Empire descended into chaos. Now it mist prepare for war against the remnants of the Empire as the Imperial fleet advances on their planet, Terminus. Hari Seldon predicted this war; he even prepared his Foundation for it. But he couldn’t foresee the birth of the mutant Mule. In possession of a power which reduces fearsome opposition to devoted slaves, the Mule poses a terrible threat to Seldon’s Foundation.