This book is your guide to exploring the possibilities in the field of deep learning, making use of Google's TensorFlow. You will learn about convolutional neural networks, and logistic regression while training models for deep learning to gain key insights into your data. About This Book ? Explore various possibilities with deep learning and gain amazing insights from data using Google’s brainchild-- TensorFlow ? Want to learn what more can be done with deep learning? Explore various neural networks with the help of this comprehensive guide ? Rich in concepts, advanced guide on deep learning that will give you background to innovate in your environment Who This Book Is For If you are a data scientist who performs machine learning on a regular basis, are familiar with deep neural networks, and now want to gain expertise in working with convoluted neural networks, then this book is for you. Some familiarity with C++ or Python is assumed. What You Will Learn ? Set up your computing environment and install TensorFlow ? Build simple TensorFlow graphs for everyday computations ? Apply logistic regression for classification with TensorFlow ? Design and train a multilayer neural network with TensorFlow ? Intuitively understand convolutional neural networks for image recognition ? Bootstrap a neural network from simple to more accurate models ? See how to use TensorFlow with other types of networks ? Program networks with SciKit-Flow, a high-level interface to TensorFlow In Detail Dan Van Boxel’s Deep Learning with TensorFlow is based on Dan’s best-selling TensorFlow video course. With deep learning going mainstream, making sense of data and getting accurate results using deep networks is possible. Dan Van Boxel will be your guide to exploring the possibilities with deep learning; he will enable you to understand data like never before. With the efficiency and simplicity of TensorFlow, you will be able to process your data and gain insights that will change how you look at data. With Dan’s guidance, you will dig deeper into the hidden layers of abstraction using raw data. Dan then shows you various complex algorithms for deep learning and various examples that use these deep neural networks. You will also learn how to train your machine to craft new features to make sense of deeper layers of data. In this book, Dan shares his knowledge across topics such as logistic regression, convolutional neural networks, recurrent neural networks, training deep networks, and high level interfaces. With the help of novel practical examples, you will become an ace at advanced multilayer networks, image recognition, and beyond. Style and Approach This book is your go-to guide to becoming a deep learning expert in your organization. Dan helps you evaluate common and not-so-common deep neural networks with the help of insightful examples that you can relate to, and show how they can be exploited in the real world with complex raw data.

Learn everything you need to build highly scalable, robust web applications using Angular release 4 About This Book ? Apply best practices and design patterns to achieve higher scalability in your Angular applications ? Understand the latest features of Angular and create your own components ? Get acquainted with powerful, advanced techniques in Angular to build professional web applications Who This Book Is For This book is for JavaScript developers with some prior exposure to Angular, at least through basic examples. We assume that you’ve got working knowledge of HTML, CSS, and JavaScript. What You Will Learn ? Implement asynchronous programming using Angular ? Beautify your application with the UI components built to the material design specification ? Secure your web application from unauthorized users ? Create complex forms, taking full advantage of 2-way data binding ? Test your Angular applications using the Jasmine and Protractor frameworks for better efficiency ? Learn how to integrate Angular with Bootstrap to create compelling web applications ? Use Angular built-in classes to apply animation in your app In Detail Got some experience of Angular under your belt? Want to learn everything about using advanced features for developing websites? This book is everything you need for the deep understanding of Angular that will set you apart from the developer crowd. Angular has introduced a new way to build applications. Creating complex and rich web applications, with a lighter resource footprint, has never been easier or faster. Angular is now at release 4, with significant changes through previous versions. This book has been written and tested for Angular release 4. Angular is a mature technology, and you'll likely have applications built with earlier versions. This book starts by showing you best practices and approaches to migrating your existing Angular applications so that you can be immediately up-to-date. You will take an in-depth look at components and see how to control the user journey in your applications by implementing routing and navigation. You will learn how to work with asynchronous programming by using Observables. To easily build applications that look great, you will learn all about template syntax and how to beautify applications with Material Design. Mastering forms and data binding will further speed up your application development time. Learning about managing services and animations will help you to progressively enhance your applications. Next you’ll use native directives to integrate Bootstrap with Angular. You will see the best ways to test your application with the leading options such as Jasmine and Protractor. At the end of the book, you’ll learn how to apply design patterns in Angular, and see the benefits they will bring to your development. Style and approach This book provides comprehensive coverage of all aspects of development with Angular. You will learn about all the most powerful Angular concepts, with examples and best practices. This book is everything you need for the deep understanding of Angular that will set you apart from the developer crowd.

This unique book provides you with a wealth of tips, tricks, best practices, and answers to the day-to-day questions that programmers face in their careers. It is split into three parts: Coder Skills, Freelancer Skills, and Career Skills, providing the knowledge you need to get ahead in programming. About This Book ? Over 50 essays with practical advice on improving your programming career ? Practical focus gives solutions to common problems, and methods to become a better coder ? Includes advice for existing programmers and those wanting to begin a career in programming Who This Book Is For This book is useful for programmers of any ability or discipline. It has advice for those thinking about beginning a career in programming, those already working as a fully employed programmer, and for those working as freelance developers. What You Will Learn ? Improve your soft skills to become a better and happier coder ? Learn to be a better developer ? Grow your freelance development business ? Improve your development career ? Learn the best approaches to breaking down complex topics ? Have the confidence to charge what you're worth as a freelancer ? Succeed in developer job interviews In Detail This is an all-purpose toolkit for your programming career. It has been built by Jordan Hudgens over a lifetime of coding and teaching coding. It helps you identify the key questions and stumbling blocks that programmers encounter, and gives you the answers to them! It is a comprehensive guide containing more than 50 insights that you can use to improve your work, and to give advice in your career. The book is split up into three topic areas: Coder Skills, Freelancer Skills, and Career Skills, each containing a wealth of practical advice. Coder Skills contains advice for people starting out, or those who are already working in a programming role but want to improve their skills. It includes such subjects as: how to study and understand complex topics, and getting past skill plateaus when learning new languages. Freelancer Skills contains advice for developers working as freelancers or with freelancers. It includes such subjects as: knowing when to fire a client, and tips for taking over legacy applications. Career Skills contains advice for building a successful career as a developer. It includes such subjects as: how to improve your programming techniques, and interview guides and developer salary negotiation strategies. Style and approach This unique book provides over 50 insightful essays full of practical advice for improving your programming career. The book is split into three broad sections covering different aspects of a developer's career. Each essay is self-contained and can be read individually, or in chunks.

A secret history of scent, memory and desire from the Sunday Times bestselling author of ELEGANCE and THE DEBUTANTE. One letter will turn newly-married Grace Munroe’s life upside down: ‘Our firm is handling the estate of the deceased Mrs Eva D’Orsey and it is our duty to inform you that you are named as the chief beneficiary in her will. We request your presence at our offices at your earliest convenience, so that we may go through the details of your inheritance.’ There is only one problem. Grace has never heard of Eva D’Orsey. So begins a journey which leads Grace through the streets of Paris and into the seductive world of perfumers and their muses. An abandoned perfume shop on the Left Bank will lead her to unravel the heartbreaking story of her mysterious benefactor, an extraordinary woman who bewitched high society in 1920s New York and Paris.

No-one thought she had the courage… Those looking in from the outside think Lucy Lovejoy’s life is like any other, but at the centre of her family there is a big empty hole where all the love and warmth should be. Over the years, her children have watched while their father chipped away at Lucy’s self-confidence. Now the children are following their own paths, and Lucy has never felt more alone. When tragedy strikes at the heart of the family, it’s a wake-up call for Lucy. Everyone has taken a little piece of her, and she isn’t sure who she is anymore. So when Lucy faces a betrayal from those she loves deepest, she knows that it’s time to make a choice. Is she brave enough to find herself again?

In a twisting, fast-moving adventure, ex-Navy Seal Nolan Kilkenny finds himself on a dangerous mission where he must recover a priceless artifact of human existence. The key to all life has suddenly become worth killing for… Deep in the frozen wasteland of Antarctica, a remote NASA research lab rests atop a two-mile thick glacier, covering a vast underground water resevoir. But the true discovery isn’t the lake buried in ice - it’s what has been found within its boundaries. Something amazing. Something alive. And it may hold the answers to existence itself. When the lab is attacked and its scientists murdered, Nolan Kilkenny realises that there is more than science at stake - there’s power, money, and what may be another step in evolution. Racing around the globe, Kilkenny must stop the machinations of a diabolical adversary and recover a priceless artifact of human existence - or die trying…

Three crazy, funny stories, featuring the two clumsiest talking mice you’ll ever meet… ‘The mouse started to trundle away, glancing at Howard over its shoulder, nervously. “You may well glance at me nervously," said Howard, picking up an empty water glass and placing it over the mouse. "You'll stay in there so I can eat my breakfast in peace. I shall deal with you afterwards…”’ But you can't really deal with the Clumsies, afterwards or at any time. Once you've got them, you're stuck with them. From the moment when Howard Armitage first finds two talking mice under his desk – the inimitable and hilarious Purvis and Mickey Thompson – his life, and his belongings, are turned forever upside down. Obsessed with biscuits and forever playing incomprehensible games of their own devising, the Clumsies are not your average mice – and though they're desperate to help Howard get out of trouble with his evil boss, they're only really good for one thing… …making a mess.

More hilarious stories about the two clumsiest talking mice you’ll ever meet… It’s Clumsies on Sea as Howard and the Clumsies head to the seaside for what Howard calls a “conference” and the Clumsies call a “holiday”! Will Howard manage to impress his evil boss Mr Bullerton? Will he get to the hotel on time? And will the trip pass without mess or incident of any kind? Of course not. Nothing goes to plan when the Clumsies are about! Sandcastles, talking donkeys, runaway supermarket trollies: this clumsy adventure has it all!

Amanda Valentino is the most mysterious, the most magnetic girl you’ll never meet. But if you join THE AMANDA PROJECT you just might find out what happened to her… Who is Amanda? And why did she vanish? When Amanda Valentino started at Endeavor High on Halloween, she changed everything. A fabulous mix of the weird and the wonderful, Amanda was the most extraordinary student ever. Amanda herself was drawn to only three other students: Callie, Hal and Nia – the popular girl, the loner and the intellectual misfit. Without Amanda they would never had been friends, but now Amanda has disappeared and it’s up to them to find out what happened. Reluctantly, and with only the most cryptic of clues and the fragments of her life that Amanda let slip, this unlikely trio must find out where she’s gone, and why… The mystery begins in THE AMANDA PROJECT, Invisible i and continues online at www.theamandaproject.com

A hugely entertaining and glamorous debut, perfect for fans of the X-Factor, from an exciting voice in young women’s fiction Meet Jenna Jonsson and Sadie Laine: two gorgeous, glamorous twenty-somethings fighting to make it to the top of their chosen professions. Beautiful and talented, Jenna is an international pop star, determined to take her career to the next level. And when a chance meeting leads to an opportunity for Jenna to work with world-famous rock band Phoenix, Jenna is quick to agree – although her decision is somewhat influenced by Nick Taylor, the drummer with Phoenix and the most gorgeous man Jenna has ever met… Meanwhile, Sadie is a struggling dancer and a childhood rival of Jenna's. Ambitious and passionate, she is determined to fulfil her dreams. And a move to Las Vegas yields an unmissable career opportunity and a chance at true love. Jenna and Sadie's lives are about to collide but will sparks fly? Or will they be able to put the past behind them?

A hugely entertaining and glamorous book, from an exciting new voice in young women’s fiction Stunning and sexy, Dionne Summers is a girl who speaks her mind. Brought up on the mean streets of Detroit, she is determined that nothing will stop her from becoming the world’s next supermodel. Beautiful and innocent, Alyson Wakefield is desperate to escape her upbringing. She decides it is time to take hold of her life and follow her dreams. Heading to the chic streets of Paris, the girls move in with a maverick young designer, Ce Ce Bouvier. Born to a life of luxury and glamour, Ce Ce is determined to stand on her own two feet and take the fashion world by storm. The girls vow to make it to the top, but their friendship is about to be tested to the limits when deception, betrayal and tragedy are played out in the glare of the paparazzi flashbulbs. Can the three girls overcome the ghosts of the past – or will the catwalk consume them?

A classic Agatha Christie short story, available individually for the first time as an ebook. Asked to investigate an incident that needs to be dealt with discretion, Poirot reluctantly agrees to spend Christmas in the countryside with the Laceys. Dreading the cold and traditional English fare Poirot attempts to locate a missing ruby in order to save a kingdom…

A teenage murder witness is drowned in a tub of apples… At a Hallowe’en party, Joyce – a hostile thirteen-year-old – boasts that she once witnessed a murder. When no-one believes her, she storms off home. But within hours her body is found, still in the house, drowned in an apple-bobbing tub. That night, Hercule Poirot is called in to find the ‘evil presence’. But first he must establish whether he is looking for a murderer or a double-murderer…

The eagerly-awaited sequel to Shadowmagic. Having returned to the real world from Tir Na Nog at the end of the last book, our hero Conor finds himself arrested for the murder of his father. When he explains to the cops that his dad is safe and well and enjoying life as king of a land of elves, imps and banshees they understandably think he is a nutcase. That is until he is rescued by Celtic warriors on horseback and taken back to Tir Na Nog, accidentally bringing a policeman with him. Once safely back in The Land, Conor finds that all is not well. His father is dying, the girl he loves is betrothed to another and a rather confused American cop is wandering around causing havoc. It falls to our young hero, and his band of friends, to find a cure for the king. On their epic journey they encounter one of the most mystical and dangerous races in The Land, the shapeshifting Pooka, and find their fates linked in ways they could never have imagined. The Prince of Hazel and Oak is a stunning fantasy adventure that takes fans of Shadowmagic further in to the land and brings back many of the favourite characters from the first book.

The brand new dramatic novel about the power of a father’s love, a little boy’s journey,and the desperate search for a place to call home, from Number 1 best-selling author Josephine Cox. Eight-year-old Casey’s mother Ruth is a cruel woman, with a weakness for other women’s husbands. Casey’s father is gentle and hard-working and, though Tom Denton has long suspected his wife of having sordid affairs, he has chosen to turn a blind eye to keep the peace. But then, out of the blue, Tom’s world is cruelly shattered when he receives two bits of devastating news. Because of this, Tom realises that from now on their lives must change, forever. Tom is made to fight for his son, determined to keep him safe. But, when fate takes a hand, life can be unbearably cruel, and Casey is made to remember his father’s prophetic words… ‘It’s done. The dice is thrown, and nobody wins.’ But, unbeknown to Casey, there are three letters penned by his father, that may just change his destiny forever.

You can indulge without guilt! Enjoy delicious desserts, perfect pastries, cookies and cakes, breads and bakes as part of a healthy lifestyle. Who says you can’t have it all? The third title from Sally Bee. Busy mum, home cook and heart-attack survivor Sally Bee knows better than anyone how to incorporate healthy eating into a busy lifestyle with her gorgeous, flavoursome and balanced recipes. In her new book, Have Your Cake and Eat it Too, Sally turns her attention to the sweet things in life to show that you don’t have to give up your favourite treats to maintain a healthy lifestyle or slimmer waistline. In fact, Sally claims that depriving yourself of these little pleasures makes it harder to stick to a nutritious and balanced diet long term. Sally shows how to make your favourite treats a little less naughty with healthier versions of much loved puddings, bakes, cakes and desserts. You can rest assured that they won’t be as sinful as they taste; a sensible attitude and a bit of creative cooking is all that’s needed to spoil yourself the healthier way. Sally also shares her helpful tips, advice and experience to show you how to enjoy little luxuries sensibly. She also reveals some of her culinary secrets and how to make compensations for 'naughty' ingredients by adding more of the good stuff. At the age of 36 Sally Bee suffered three major heart attacks in a single week. Sally defied all odds and, 5 years on, is glowing with health. She is the ultimate endorsement for living a sustainable healthy life, and is living proof that her recipes work. Recipes Include… Hot Choccy Soufflé Raspberry Muffins Low-fat Zesty Lemon Buttercream Pineapple, Raspberry and Amaretti Parfaits Chocolate Vanilla Mousse Peach and Strawberry Sorbet Soda Bread Spicy Apple Muffins Almond and Hazelnut Gateau Gooey Chocolate Orange Cookies Caramelised Apples Almond Macaroons Oatmeal Fruit Bread Chocolate Pistachio Biscuits Passionate Pear Crumble

Renowned psychic Joan Charles reveals stories from her twenty-five years as a spiritual communicator. Looking in detail at the amazing psychic abilities of children, both passed and on this plane, Joan shares tales of love and loss, and secrets and lies, which go far beyond our Earthly experience. Joan had her first experience of the spiritual world at the age of four. One night, struggling to sleep, she lay in bed with a feeling of dread knotting her stomach and playing on her mind. As she lay there she saw a dark figure float past the open curtains. And immediately, in her mind, although only four years old, she knew she had just seen the Angel of Death. The next morning she kept quiet, and didn't say anything to anyone, keeping her experience to herself, even as she heard her dad say that her Uncle John had died suddenly in the night. This was Joan’s first, and very personal, experience of the extraordinary abilities a child can have. What follows are a collection of the other remarkable experiences Joan has had as she has come to terms with her talents and discovered those of many other, amazing, psychic children. At a time when so many of us are searching for meaning, Joan encourages us to look at the natural and loving messages that surround us; messages that can add a richness to our daily lives and relationships, giving us guidance and hope. Packed with incredible anecdotes and heart-warming stories, this book will amaze and move you in equal measures.

A breathtaking thriller which weaves history and religion with action, adventure and apocalypse… Luke Hayward is adrift. Blacklisted out of academia, he is in no position to refuse when a client asks for his expert help in recovering some lost Isaac Newton papers. But a chance discovery in a dusty attic plunges Luke into a race to uncover the truth behind some seemingly random scribblings - a race which pits Luke against a fundamentalist madman with dangerously powerful friends. Luke discovers connections between Oxford, London and the Old City of Jerusalem in a breathless chase to uncover a secret hidden in the eccentric ramblings of a mathematical genius; a secret that, in the wrong hands, could be used to spark the holy war to end all holy wars…

A 100% official Strictly Come Dancing novel, featuring the dancers, stars and judges you love! What if an ordinary girl's Strictly dreams became a glittering reality? Meet Amanda Roberts: a production runner on the set of Strictly Come Dancing, desperate to fit into the world of the dazzling and the beautiful. And when she discovers all the backstage drama, Amanda wonders if she is tough enough to survive. But then things start to change… And incredibly she finds more GLITZ, more MAGIC and more ROMANCE than she could possibly have imagined. Prepare to be dazzled as you tango into the glamour and mayhem of the world behind the glitter ball. PREPARE TO BE SHIMMERED!

A diverse and entertaining collection of writing examining and celebrating the British Countryside, from falconry to foraging and from the musings of a nighttime angler to tips for seasonal drinking. LAND Stuart Maconie (Radio 2) on hill walking / Wainwright walks Nick Small (CAUGHT BY THE RIVER regular) how to get nature into your garden, no matter how urban it is Richard King (Loops magazine editor) on the Winter Solstice and on the Summer Solstice John Wright (www.wild-food.net/ on the basics of getting started in foraging Bill Drummond (Damsons in Distress) Dan Kieran (Crap Towns/I Fought The Law) on falconry RIVER / INLAND WATERS John Andrews (CAUGHT BY THE RIVER regular) on winter pike fishing Jon Berry (CAUGHT BY THE RIVER regular) writing about the night from a fishermen's perspective, the sounds, shadows, the hallucinatory effects of sleep deprivation when the sun rises COASTLINE Ian Vince (The Lie of the Land) on the Jurassic coast and fossils Martin Noble (British Sea Power) the Exmoor to Dartmoor coastal walk Nick Hand (http://www.slowcoast.co.uk/) on what you see when cycling the entire coastline of the UK Michael Smith (BBC4 Drivetime) on the coastline in the north of England ISLAND LIFE Sarah Boden (The Observer) on fleeing London to move and become a sheep farmer on Eigg

Set in 1919, young couple Tommy Beresford and Tuppence Cowley form a partnership, hiring themselves out as ”young adventurers”. Their first case, however, is more of an adventure than they expect – working to find documents that, if they were known to the general public, would fuel a communist revolution in Britain. The action and drama was kept high throughout the course of the plot, and the twist at the end was marvelously well-done. I didn’t expect it at all– in fact, I thought I had worked out the solution about halfway through, but I was completely wrong. I love it when mystery books do that; it makes reading them into a fun game.