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.

Develop deep neural networks in Theano with practical code examples for image classification, machine translation, reinforcement agents, or generative models. About This Book ? Learn Theano basics and evaluate your mathematical expressions faster and in an efficient manner ? Learn the design patterns of deep neural architectures to build efficient and powerful networks on your datasets ? Apply your knowledge to concrete fields such as image classification, object detection, chatbots, machine translation, reinforcement agents, or generative models. Who This Book Is For This book is indented to provide a full overview of deep learning. From the beginner in deep learning and artificial intelligence, to the data scientist who wants to become familiar with Theano and its supporting libraries, or have an extended understanding of deep neural nets. Some basic skills in Python programming and computer science will help, as well as skills in elementary algebra and calculus. What You Will Learn ? Get familiar with Theano and deep learning ? Provide examples in supervised, unsupervised, generative, or reinforcement learning. ? Discover the main principles for designing efficient deep learning nets: convolutions, residual connections, and recurrent connections. ? Use Theano on real-world computer vision datasets, such as for digit classification and image classification. ? Extend the use of Theano to natural language processing tasks, for chatbots or machine translation ? Cover artificial intelligence-driven strategies to enable a robot to solve games or learn from an environment ? Generate synthetic data that looks real with generative modeling ? Become familiar with Lasagne and Keras, two frameworks built on top of Theano In Detail This book offers a complete overview of Deep Learning with Theano, a Python-based library that makes optimizing numerical expressions and deep learning models easy on CPU or GPU. The book provides some practical code examples that help the beginner understand how easy it is to build complex neural networks, while more experimented data scientists will appreciate the reach of the book, addressing supervised and unsupervised learning, generative models, reinforcement learning in the fields of image recognition, natural language processing, or game strategy. The book also discusses image recognition tasks that range from simple digit recognition, image classification, object localization, image segmentation, to image captioning. Natural language processing examples include text generation, chatbots, machine translation, and question answering. The last example deals with generating random data that looks real and solving games such as in the Open-AI gym. At the end, this book sums up the best -performing nets for each task. While early research results were based on deep stacks of neural layers, in particular, convolutional layers, the book presents the principles that improved the efficiency of these architectures, in order to help the reader build new custom nets. Style and approach It is an easy-to-follow example book that teaches you how to perform fast, efficient computations in Python. Starting with the very basics-NumPy, installing Theano, this book will take you to the smooth journey of implementing Theano for advanced computations for machine learning and deep learning.

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.

Destination wedding guest list: The Ex-Wife Megan McNeil is genuinely happy to escort her little girls to their father’s wedding in Kauai, Hawaii—even though she feels like a third wheel. One gorgeous groomsman definitely disagrees. But are they both carrying too much baggage to begin a new romance? The Best Man Devlin Marshall won't let anything spoil his buddy's big day—not even his own rocky marriage. Secrets and mistrust have divided him from his Amy, but the love in the air seems to be catching…. The Sister Family comes first. Deep down, Gabi Foster knows it, but this holiday is hurting her career. Can a sweet, sexy surfing instructor convince her that love is worth more than a business deal?

"YOU CAN BE SAVED. IF YOU GIVE UP EVERYTHING YOU LOVE…" In Washington, DC, seventy years after democracy has fallen, the number you’re assigned by the government decrees your fate. Seventeen-year-old orphan Kitty Doe is stuck as a III, looked down upon by the higher ranks. Until a chance encounter gives her the opportunity to become a VII and join the most powerful family in the country. If she says yes, Kitty will be transformed into Lila Hart, the Prime Minister’s niece, who died under mysterious circumstances. As a member of the Hart family, she will be famous. Adored. Especially by Lila’s boyfriend, Knox. But becoming part of society’s inner circle also means seeing its darkest secrets and learning a twisted game Kitty’s only beginning to understand…Praise for Aimee Carter ‘Intelligent and sharp and really stands out from the crowd.’ – Total Teen Fiction ‘I loved it, I could barely put it down. It seemed every other page held a secret that I never saw coming and left me breathless.’ - An Awful Lot of Reading Blog ‘This is an unmissable, stunning dystopian novel with the unique and unpredictable aspects that everyone loves.’ - Pretty Little Memoirs Blog ‘This is a fantastic start to what is bound to be a heart-stopping, spell-binding series.’ - K Books Blog ‘Pawn is the only other book in the Dystopian genre worth reading along with Hunger Games’ - Reality’s a Bore Blog ‘With a touch of The Hunger Games and Divergent, Pawn is not a book to be missed.’ Uncorked Thoughts Blog ‘Love, loss and betrayal, this story will capture you from the very beginning.’ - Once Upon a Moonlight Review Blog

Build your own enterprise applications and integration flows with JBoss and its products About This Book ? Build fast, smart, and flexible applications using JBoss ? Couple one or more JBoss products to effectively solve various business problems ? Explore the JBoss product ecosystem for improving the performance of your projects Who This Book Is For If you are a Java developer who wants to have a complete view of the JBoss ecosystem or quickly explore a specific JBoss Product, then this is the book you want. Integrators and consultants, familiar with JBoss, who want integrate several JBoss products within their ongoing project will also find this book useful. What You Will Learn ? Create new applications or integrate existing systems with JBoss products ? Setup and manage a JBoss domain ? Setup and manage a JBoss Fuse cluster with Fabric and Apache Karaf ? Create and deploy OSGi applications on JBoss Fuse containers ? Manage enterprise data with JBoss Datagrid ? Aggregate various data sources with JBoss Data virtualization to offer data as a service ? Optimize your business and workflows with both JBoss Business RulesManagement System and JBoss Business Process Management platforms. In Detail Have you often wondered what is the best JBoss product to solve a specific problem? Do you want to get started with a specific JBoss product and know how to integrate different JBoss products in your IT Systems? Then this is the book for you. Through hands-on examples from the business world, this guide presents details on the major products and how you can build your own Enterprise services around the JBoss ecosystem. Starting with an introduction to the JBoss ecosystem, you will gradually move on to developing and deploying clustered application on JBoss Application Server, and setting up high availability using undertow or HA proxy loadbalancers. As you are moving to a micro service archicture, you will be taught how to package existing Java EE applications as micro service using Swarm or create your new micro services from scratch by coupling most popular Java EE frameworks like JPA, CDI with Undertow handlers. Next, you will install and configure JBoss Data grid in development and production environments, develop cache based applications and aggregate various data source in JBoss data virtualization. You will learn to build, deploy, and monitor integration scenarios using JBoss Fuse and run both producers/consumers applications relying on JBoss AMQ. Finally, you will learn to develop and run business workflows and make better decisions in your applications using Drools and Jboss BPM Suite Platform. Style and Approach The book works through the major JBoss products, with examples and instructions to help you understand each product and how they work together.

The secrets that experts and top professionals use to stay at the top of their game. Get results fast with this quick, easy guide to the fundamentals of Mind Power Includes how to: ? Produce creative and innovative ideas ? Remember names, numbers and concepts ? Sharpen your mental reflexes, whatever your age ? Ask the right questions and understand other points of view ? Make good decisions and stick to them

The team management secrets that experts and top professionals use. Get results fast with this quick, easy guide to the fundamentals of Team Management Includes how to: ? Understand how different personalities interact in a team ? Set up clear structures and goals for your team ? Implement change effectively and as painlessly as possible ? Overcome personality clashes and team difficulties ? Manage your team so that it delivers fantastic results

‘A writer of extraordinary strengths’ Guardian Set in the mythical small city of Sparta, New York, this searing, vividly rendered exploration of the mysterious conjunction of erotic romance and tragic violence in late 20th-century America. When a young wife and mother named Zoe Kruller is found brutally murdered, the Sparta police target two primary suspects: her estranged husband Delray and her longtime lover Eddy Diehl. In turn, the Krullers's son Aaron and Eddy's daughter Krista become obsessed with one another, each believing the other's father is guilty. Told in halves in the very different voices of Krista and Aaron, Little Bird of Heaven is classic Joyce Carol Oates, in which the lyricism of intense sexual love is intertwined with the anguish of loss, and tenderness is barely distinguishable from cruelty. By the novel's end, the fated lovers, meeting again as adults, are at last ready to exorcise the ghosts of the past and come to terms with their legacy of guilt, misplaced love and redemptive yearning. With Little Bird of Heaven, Joyce Carol Oates once again confirms her place as one of the most outstanding writers at work today.

A famous photographer lying in a coma holds the key to the salvation of the world. But first he must travel back into the traumatic events of his childhood. Will Rabjohns has everything. He’s handsome, he’s rich, and he’s revered as the world’s greatest wildlife photographer. He’s also a haunted man, driven to risk his life for his art – to capture the raw tragedy of the wild, the beauty of nature’s violence. After a near fatal encounter with a polar bear, he lies in a coma. There he must relive a central childhood memory: a meeting with ancient and terrible forces which revealed to him the mystery at the heart of nature. And he realizes that if he awakes, he must confront the darkness of his past and wage a war, not only for his own soul, but for the soul of the planet and every animal that breathes upon it.

‘Of all the books marking the bicentenary Waterloo, this has to be the best’ Spectator ‘A book to die for’ Evening Standard From Samuel Johnson Prize shortlisted author David Crane, this is a breathtaking portrait of the Britain that fought the battle of Waterloo. As Wellington’s rain-sodden army retreated towards an obscure valley called Waterloo, the men and women of Britain were still going to the theatre and science lectures, working in the fields and the factories, reading and writing books and sermons, painting their pictures and sitting in front of Lord Elgin’s marbles. David Crane’s stunning freeze-frame of Britain on this day of momentous change shifts hour by hour between Britain and Belgium. The Britain that fought Waterloo – its radicals and patriots, artisans and aristocrats, prisoners and poets – appears through the smoke of battle and the mythology of Waterloo in this magnificent and original tracing of the endless, overlapping connections between people’s lives.

A collection of essays on Jorge Luis Borges by his long-time friend and collaborator. Jorge Luis Borges - Argentine poet, essayist, and short-story writer - is widely considered one of the giants of 20th-century world literature. Norman Thomas di Giovanni worked alongside Borges for a number of years creating English translations of his work, the only translations personally overseen by Borges himself. In The Lesson of the Master, a memoir and essays, he writes about his time with Borges but also offers us a unique insight on the man and his work. It is an indispensable volume for Borges readers and his growing legion of students and scholars.

A novel from Susan Fletcher, author of the bestselling Eve Green and Oystercatchers. The Massacre of Glencoe happened at 5am on 13th February 1692 when thirty-eight members of the Macdonald clan were killed by soldiers who had enjoyed the clan's hospitality for the previous ten days. Many more died from exposure in the mountains. Fifty miles to the south Corrag is condemned for her involvement in the Massacre. She is imprisoned, accused of witchcraft and murder, and awaits her death. The era of witch-hunts is coming to an end - but Charles Leslie, an Irish propagandist and Jacobite, hears of the Massacre and, keen to publicise it, comes to the tollbooth to question her on the events of that night, and the weeks preceding it. Leslie seeks any information that will condemn the Protestant King William, rumoured to be involved in the massacre, and reinstate the Catholic James. Corrag agrees to talk to him so that the truth may be known about her involvement, and so that she may be less alone, in her final days. As she tells her story, Leslie questions his own beliefs and purpose - and a friendship develops between them that alters both their lives. In Corrag, Susan Fletcher tells us the story of an epic historic event, of the difference a single heart can make - and how deep and lasting relationships that can come from the most unlikely places.

The follow-up novel to the hugely successful debut THE STREET In this dank corner of town, you have to keep your friends close and your enemies closer – even if those enemies are your family. Jimmy Wild saunters around the streets of Campbell Road, and among the people he used to terrorise. Even though the years have passed, he’s still a tyrant. The sight of his lanky frame is enough to terrify the inhabitants of this close-knit community, who reside in this villainous corner of London. Jimmy’s beautiful step-daughter Faye and his downtrodden wife Edie eek out a meagre existence for their family, having left behind their lives in Kent. What devastating act was so bad that it drove them away from the place they called home to this hovel of a house in Campbell Road? Robert and Steven Wild thought they’d moved on. It was hard enough coming to terms with the death of their mother – and now their abusive father, presumed dead, has returned. One thing you can bet on, Jimmy Wild’s not returned to start playing happy families… How can young Faye make a life for herself and carve a future for young siblings? Who is this aged woman that Jimmy Wild has come back to see? And can a romance between Faye and Rob blossom amidst a family at War?

The time management secrets that experts and top professionals use. Get results fast with this quick, easy guide to the fundamentals of Time Management. Includes how to: ? Identify your biggest priorities and find time to achieve them ? Deal with the biggest hidden time-wasters ? Communicate effectively with colleagues and clients ? Cope with information overload ? Take control of your inbox and voicemail

The presenting secrets that experts and top professionals use. Get results fast with this quick, easy guide to the fundamentals of Presenting. Includes how to: ? Enjoy presenting and approach it with confidence ? Assess your audience and their reactions ? Prepare presentations for maximum impact ? Use your voice and body to make your point ? Use visual aids and handle questions

The leadership secrets that experts and top professionals use. Get results fast with this quick, easy guide to the fundamentals of Leadership. Includes how to: ? Understand and develop your leadership style ? Identify strategic goals for your department ? Motivate and manage teams of all sizes ? Build a culture of results and responsibility ? Lead the way out of a crisis

The communication secrets that experts and top professionals use. Get results fast with this quick, easy guide to the fundamentals of Communication. Includes how to: ? Use body language to build rapport with anyone ? Deal with clients and colleagues at all levels ? Get what you want in sales or negotiation ? Excel in meetings and presentations ? Master email and written communication

The interview secrets that experts and top professionals use. Get results fast with this quick, easy guide to the fundamentals of Interviews. Includes how to: ? Research the needs of the employer ? Focus the interview on your strengths ? Use body language to impress ? Deal with difficult questions ? Negotiate the perfect package

Following in the hugely popular ‘Angel Saved My Life’ series comes a moving collection of real-life stories from the Afterlife. Following in the bestselling An Angel Saved My Life series, An Angel on my Shoulder is an inspiring collection of true stories about the guardian angels who protect us, warn us and guide us from the other side. ? A kicking and screaming angel saves a woman from dying on a train. ? A grieving daughter is comforted by the kiss of an angel. ? A mysterious stranger protects a young girl from a mugging - and then vanishes. ? A animal angel saves a family from carbon monoxide poisoning. These are just some of the amazing accounts in this inspiring collection of true stories.