Practical, hands-on solutions in Python to overcome any problem in Machine Learning About This Book ? Master the advanced concepts, methodologies, and use cases of machine learning ? Build ML applications for analytics, NLP and computer vision domains ? Solve the most common problems in building machine learning models Who This Book Is For This book is for the intermediate users such as machine learning engineers, data engineers, data scientists, and more, who want to solve simple to complex machine learning problems in their day-to-day work and build powerful and efficient machine learning models. A basic understanding of the machine learning concepts and some experience with Python programming is all you need to get started with this book. What You Will Learn ? Select the right algorithm to derive the best solution in ML domains ? Perform predictive analysis effciently using ML algorithms ? Predict stock prices using the stock index value ? Perform customer analytics for an e-commerce platform ? Build recommendation engines for various domains ? Build NLP applications for the health domain ? Build language generation applications using different NLP techniques ? Build computer vision applications such as facial emotion recognition In Detail Machine learning (ML) helps you find hidden insights from your data without the need for explicit programming. This book is your key to solving any kind of ML problem you might come across in your job. You’ll encounter a set of simple to complex problems while building ML models, and you'll not only resolve these problems, but you’ll also learn how to build projects based on each problem, with a practical approach and easy-to-follow examples. The book includes a wide range of applications: from analytics and NLP, to computer vision domains. Some of the applications you will be working on include stock price prediction, a recommendation engine, building a chat-bot, a facial expression recognition system, and many more. The problem examples we cover include identifying the right algorithm for your dataset and use cases, creating and labeling datasets, getting enough clean data to carry out processing, identifying outliers, overftting datasets, hyperparameter tuning, and more. Here, you'll also learn to make more timely and accurate predictions. In addition, you'll deal with more advanced use cases, such as building a gaming bot, building an extractive summarization tool for medical documents, and you'll also tackle the problems faced while building an ML model. By the end of this book, you'll be able to fine-tune your models as per your needs to deliver maximum productivity. Style and approach This book is a step-by-step guide on how to develop machine learning applications for various domains. Each chapter of this book contains the practical guide on how to build specific machine learning applications from its base-line approach to the best possible approach. Basic necessary concepts, conman mistakes for every approach and optimization techniques are discussed for each application.

Get certified as an Azure architect by acing the 70-535 Architecting Microsoft Solutions (70-535) exam using this comprehensive guide with full coverage of the exam objectives About This Book ? Learn to successfully design and architect powerful solutions on the Azure Cloud platform ? Enhance your skills with mock tests and practice questions ? A detailed certification guide that will help you ace the 70-535 exam with confidence Who This Book Is For This book is for architects and experienced developers, who are gearing up for the 70-535 exam. Technical architects interested in learning more about designing Cloud solutions will also find this book useful. What You Will Learn ? Use Azure Virtual Machines to design effective VM deployments ? Implement architecture styles, like serverless computing and microservices ? Secure your data using different security features and design effective security strategies ? Design Azure storage solutions using various storage features ? Create identity management solutions for your applications and resources ? Architect state-of-the-art solutions using Artificial Intelligence, IoT, and Azure Media Services ? Use different automation solutions that are incorporated in the Azure platform In Detail Architecting Microsoft Azure Solutions: Exam Guide 70-535 will get Azure architects and developers up-to-date with the latest updates on Azure from an architecture and design perspective. The book includes all the topics that are still relevant from the previous 70-534 exam, and is updated with latest topics covered, including Artificial Intelligence, IoT, and architecture styles. This exam guide is divided into six parts, where the first part will give you a good understanding of how to design a compute infrastructure. It also dives into designing networking and data implementations. You will learn about designing solutions for Platform Service and operations. Next, you will be able to secure your resources and data, as well as design a mechanism for governance and policies. You will also understand the objective of designing solutions for Platform Services, by covering Artificial Intelligence, IoT, media services, and messaging solution concepts. Finally, you will cover the designing for operations objective. This objective covers application and platform monitoring, as well as designing alerting strategies and operations automation strategies. By the end of the book, you'll have met all of the exam objectives, and will have all the information you need to ace the 70-535 exam. You will also have become an expert in designing solutions on Microsoft Azure. Style and approach This book offers clear and crisp explanations of the exam objectives that will help you with all the information needed to pass the 70-535 exam. The detail oriented approach will make you an expert on designing solutions on Microsoft Azure.

Unleash the power of the Raspberry Pi 3 board to create interesting IoT projects About This Book ? Learn how to interface various sensors and actuators with the Raspberry Pi 3 and send this data to the cloud. ? Explore the possibilities offered by the IoT by using the Raspberry Pi to upload measurements to Google Docs. ? A practical guide that will help you create a Raspberry Pi robot using IoT modules. Who This Book Is For If you're a developer or electronics engineer and are curious about the Internet of Things, then this is the book for you. With only a rudimentary understanding of electronics, the Raspberry Pi, or similar credit-card sized computers, and some programming experience, you will be taught to develop state-of-the-art solutions for the Internet of Things in an instant. What You Will Learn ? Understand the concept of IoT and get familiar with the features of Raspberry Pi ? Learn to integrate sensors and actuators with the Raspberry Pi ? Communicate with cloud and Raspberry using communication protocols such as HTTP and MQTT ? Build DIY projects using Raspberry Pi, JavaScript/node.js and cloud (AWS) ? Explore the best practices to ensure the security of your connected devices In Detail This book is designed to introduce you to IoT and Raspberry Pi 3. It will help you create interesting projects, such as setting up a weather station and measuring temperature and humidity using sensors; it will also show you how to send sensor data to cloud for visualization in real-time. Then we shift our focus to leveraging IoT for accomplishing complex tasks, such as facial recognition using the Raspberry Pi camera module, AWS Rekognition, and the AWS S3 service. Furthermore, you will master security aspects by building a security surveillance system to protect your premises from intruders using Raspberry Pi, a camera, motion sensors, and AWS Cloud. We'll also create a real-world project by building a Wi-Fi – controlled robot car with Raspberry Pi using a motor driver circuit, DC motor, and a web application. This book is a must-have as it provides a practical overview of IoT’s existing architectures, communication protocols, and security threats at the software and hardware levels—security being the most important aspect of IoT. Style and approach Internet of Things with the Raspberry Pi 3 contains the tools needed to design, sense the environment, communicate over the Internet, and visualize the results.

This book teaches you everything you need to know to create stunning Vaadin applications for all your web development needs. Deep dive into advanced Vaadin concepts while creating your very own sample Vaadin application. About This Book ? A one-stop book to enhance your working knowledge with Vaadin. ? Explore and implement the architecture of Vaadin applications. ? Delve into advanced topics such as data binding, authentication and authorization to improvise your application’s performance. Who This Book Is For If you area Software developer with previous experience with Vaadin and would like to gain more comprehensive and advanced skills in Vaadin web development, then this book is for you. What You Will Learn ? Modularize your Vaadin applications with Maven ? Create high quality custom components ? Implement robust and secure authentication and authorization mechanisms ? Connect to SQL databases efficiently ? Design robust CRUD (Create, Read, Update, Delete) views ? Generate stunning reports ? Improve resource consumption by using lazy loading In Detail Vaadin is an open-source Java framework used to build modern user interfaces. Vaadin 8 simplifies application development and improves user experience. The book begins with an overview of the architecture of Vaadin applications and the way you can organize your code in modules.Then it moves to the more advanced topics about advanced topics such as internationalization, authentication, authorization, and database connectivity. The book also teaches you how to implement CRUD views, how to generate printable reports, and how to manage data with lazy loading. By the end of this book you will be able to architect, implement, and deploy stunning Vaadin applications, and have the knowledge to master web development with Vaadin. Style and approach This book follows a hands-on approach and takes the readers through practical examples of how to create and deploy Vaadin applications. This book teaches the readers about the Vaadin architecture. It then moves on to the more advanced topics about advanced topics such as internationalization, authentication, authorization, and database connectivity. This step by step guide equips the readers with all they need to know to use Vaadin for web development.

Leverage the power of PostgreSQL 10 to design, administer and maintain a high-performance database solution About This Book ? Obtain optimal PostgreSQL 10 database performance, ranging from initial design to routine maintenance ? Fine tune the performance of your queries and avoid the common pitfalls that can slow your system down ? Contains tips and tricks on scaling successful database installations, and ensuring a highly available PostgreSQL solution Who This Book Is For This book is designed for database administrators and PostgreSQL architects who already use or plan to exploit the features of PostgreSQL 10 to design and maintain a high-performance PostgreSQL database. A working knowledge of SQL, and some experience with PostgreSQL will be helpful in getting the most out of this book. What You Will Learn ? Learn best practices for scaling PostgreSQL 10 installations ? Discover the best hardware for developing high-performance PostgreSQL applications ? Benchmark your whole system – from hardware to application ? Learn by real examples how server parameters impact performance ? Discover PostgreSQL 10 features for partitioning and parallel query ? Monitor your server, both inside and outside the database ? Design and implement a good replication system on PostgreSQL 10 In Detail PostgreSQL database servers have a common set of problems that they encounter as their usage gets heavier and requirements get more demanding. Peek into the future of your PostgreSQL 10 database's problems today. Know the warning signs to look for and how to avoid the most common issues before they even happen. Surprisingly, most PostgreSQL database applications evolve in the same way—choose the right hardware, tune the operating system and server memory use, optimize queries against the database and CPUs with the right indexes, and monitor every layer, from hardware to queries, using tools from inside and outside PostgreSQL. Also, using monitoring insight, PostgreSQL database applications continuously rework the design and configuration. On reaching the limits of a single server, they break things up; connection pooling, caching, partitioning, replication, and parallel queries can all help handle increasing database workloads. By the end of this book, you will have all the knowledge you need to design, run, and manage your PostgreSQL solution while ensuring high performance and high availability Style and approach This book has been organized in such a manner that will help you understand basic PostgreSQL 10 performance tuning to an advanced-level configuration.

Design and implement scalable and maintainable RESTful solutions with Node.js 10 About This Book ? Create rich and scalable RESTful API solutions from scratch ? Explore the new features of Node.js 10, Express 4.0, and MongoDB ? Integrate MongoDB in your Node.js application to store and secure your data Who This Book Is For If you are a web developer keen to enrich your development skills to create server-side RESTful applications based on the Node.js platform, this book is for you. Some knowledge of REST would be an added advantage, but is definitely not a necessity. What You Will Learn ? Install, develop, and test your own Node.js user modules ? Understand the differences between HTTP and RESTful applications ? Use self-descriptive URLs and set accurate HTTP status codes ? Eliminate third-party dependencies in your tests with mocking ? Implement automation tests for a REST-enabled endpoint with Mocha ? Secure your services with NoSQL database integration within Node.js applications ? Integrate a simple frontend using JavaScript libraries available on a CDN server In Detail When building RESTful services, it is really important to choose the right framework. Node.js, with its asynchronous, event-driven architecture, is exactly the right choice for building RESTful APIs. This third edition of RESTful Web API Design with Node.js 10 will teach you to create scalable and rich RESTful applications based on the Node.js platform. You will be introduced to the latest NPM package handler and understand how to use it to customize your RESTful development process. You will begin by understanding the key principle that makes an HTTP application a RESTful-enabled application. After writing a simple HTTP request handler, you will create and test Node.js modules using automated tests and mock objects; explore using the NoSQL database, MongoDB, to store data; and get to grips with using self-descriptive URLs. You’ll learn to set accurate HTTP status codes along with understanding how to keep your applications backward-compatible. Also, while implementing a full-fledged RESTful service, you will use Swagger to document the API and implement automation tests for a REST-enabled endpoint with Mocha. Lastly, you will explore some authentication techniques to secure your application. Style and approach Step-by-step practical guide to building RESTful applications

Build and program smart robots with the EV3. About This Book ? Efficiently build smart robots with the LEGO MINDSTORMS EV3 ? Discover building techniques and programming concepts that are used by engineers to prototype robots in the real world ? This project-based guide will teach you how to build exciting projects such as the objecta-tracking tank, ultimate all-terrain vehicle, remote control race car, or even a GPS-navigating autonomous vehicle Who This Book Is For This book is for hobbyists, robotic engineers, and programmers who understand the basics of the EV3 programming language and are familiar with building with LEGO Technic and want to try some advanced projects. If you want to learn some new engineering techniques and take your experience with the EV3 to the next level, then this book is for you. What You Will Learn ? Understand the characteristics that make a robot smart ? Grasp proportional beacon following and use proximity sensors to track an object ? Discover how mechanisms such as rack-and-pinion and the worm gear work ? Program a custom GUI to make a robot more user friendly ? Make a fun and quirky interactive robot that has its own personality ? Get to know the principles of remote control and programming car-style steering ? Understand some of the mechanisms that enable a car to drive ? Navigate to a destination with a GPS receiver In Detail Smart robots are an ever-increasing part of our daily lives. With LEGO MINDSTORMS EV3, you can now prototype your very own small-scale smart robot that uses specialized programming and hardware to complete a mission. EV3 is a robotics platform for enthusiasts of all ages and experience levels that makes prototyping robots accessible to all. This book will walk you through six different projects that range from intermediate to advanced level. The projects will show you building and programming techniques that are used by engineers in the real world, which will help you build your own smart robot. You'll see how to make the most of the EV3 robotics platform and build some awesome smart robots. The book starts by introducing some real-world examples of smart robots. Then, we'll walk you through six different projects and explain the features that allow these robots to make intelligent decisions. The book will guide you as you build your own object-tracking tank, a box-climbing robot, an interactive robotic shark, a quirky bipedal robot, a speedy remote control race car, and a GPS-navigating robot. By the end of this book, you'll have the skills necessary to build and program your own smart robots with EV3. Style and approach This book will introduce you to the world of smart robots, then guide you through six different projects that can be completed with the LEGO MINDSTORMS EV3. The projects range from intermediate to advanced difficulty. The book will enable you to learn by example, walking you through the building and programming for each project and teaching you about the engineering concepts that allow each smart robot to complete its mission.

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.

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.

‘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.

The fifth book in the epic saga of humankind's war of transcendence… An enemy might just have to become an ally . . . in order to save humankind The United States of North America is now engaged in a civil war with the Earth Confederation, which wants to yield to the demands of the alien Sh'daar, limit human technology, and become a part of the Sh'daar Galactic Collective. USNA President Koenig believes that surrendering to the Sh'daar will ultimately doom humankind. But when highly advanced, seemingly godlike aliens appear through an artificial wormhole in the Omega Centauri Cluster 16,000 light years from Earth, President Koenig is faced with a tremendous choice: continue fighting the Sh'daar . . . or ally with them against the newcomers in a final war that will settle the fate of more than one universe.

Marcus Wareing is a brilliant chef. His restaurant group Marcus Wareing Restaurants includes three critically-acclaimed restaurants – the two Michelin-starred Marcus at The Berkeley, as well as The Gilbert Scott and Tredwell’s. Marcus is also judge of MasterChef：The Professionals, combining authority with inspiration for the contestants and viewers alike. But there’s another side to Marcus – away from the professional kitchens – when he’s at home, cooking the food he loves to share with his family and friends. In Marcus at Home, he shows you how you can cook these recipes, too. Marcus at Home will cover delicious meals all week long, from chapters on Midweek and Weekend to Entertaining and Baking. Focusing on great flavours and inspirational touches, these are recipes that will become time-honoured favourites in your home. Whether it’s a light Chicken & Asparagus Salad or a comforting Prawn Orzo Risotto; an indulgent Eggs & Avocado with Chorizo Jam or a delicious Buttermilk Pannacotta with Thyme Crumble; or a definitive Sunday Roast or a Chocolate Cake, these are recipes that are easy to make at home in the rush of a busy week, when you have a little more time at the weekend, or when you want to make a showstopper meal. Marcus is renowned for incredible food that tastes great. And here he’ll show you how to bring this into your home cooking.

Kate Golightly needs to move forward and what better way to do that then with a trip to the Cornish coast with best friend and boss, Izzy. The sea wind is just what Kate needs to finally relax and begin to let go of her past. Except she’s suddenly got one big reason to panic! She RSVP’d ‘yes’ to the Queen Bee of her high school’s wedding saying she’s bringing her boyfriend (she doesn’t have one) who looks just like Ross Poldark! With only two weeks to find the Poldark look-alike of her dreams Kate is under a lot of pressure for the Cornish coast to deliver…

What if you could live your life all over again? There’s just one catch… Frannie Turner is a plain, middle-aged housewife married to Stanley, a self-absorbed retired dentist who hasn’t slept in her bed in years. No children to love and be loved by. No exciting career to look back on. Just loneliness and lost dreams. So when the mysterious new hairdresser in town offers her the chance to get everything she’s ever wanted, Frannie figures she has nothing to lose -except her soul. And surely, as a stunning twenty-six-year-old singleton in New York, finding true love within the stipulated year should be a piece of cake, not to mention a hell of a lot of fun! But New York City is no place for the na?ve, and Frannie will soon learn just how dangerous a deal with the devil can be… ‘Catch-26 marries confection with thriller to create a tale that's at once compelling and comic, delightful and deep, classic yet modern, just like its older-but-younger heroine and theme. I read it straight through yet its memory lingers, the signs of a wonderful novel.’ Pamela Redmond Satran, author of Younger ‘In her tantalizing novel, Catch 26, Carol Prisant serves up a thoroughly modern woman's Faust. This irresistible story comes wrapped around a devilish question：If you could have it all—sex, love, beauty, money and eternal life—would you sign on the dotted line?’

An essential fly-on-the-wall account of the biggest World Cup tournament ever staged. 1998 is the year the World Cup comes home. Almost 70 years since Jules Rimet’s dream first came to fruition, France plays host for the first time to the greatest sporting event in the world. And, with a record-breaking 32 nations competing, the 1998 tournament will be the largest and most widely publicised football extravaganza in history. While following the sporting action, Mark Palmer will also travel around France to speak to fans, players, coaches, competition organisers and journalists, to present the inside story of the World Cup as the drama unfolds. With unrivalled access to the English and French FAs, as well as world regulating body FIFA, Palmer will balance the official view of the tournament with fans’ own experiences – all the while comparing the breaking story to how it is being reported back home.

A blockbuster novel of suspense, intrigue and revenge, from the celebrated author of Platinum Coast and Eclipse Kathryn de Moubray comes from a respectable English family. So when she discovers that her grandfather was a high-ranking Nazi and wanted war criminal who disappeared in 1944, she is devastated – and compelled to trace the family history that her mother, now dead, kept hidden for so many years. Adam Krantz, a New York art dealer whose family was wiped out in the Holocaust, is on a mission to find their legacy: an exquisite collection of paintings which vanished at the same time as Kathryn’s grandfather. Adam is convinced that the two are connected. They meet in St Lucia, and again in London when a priceless painting turns up mysteriously, amidst a storm of controversy. Despite the bitterness and betrayal of the past, the attraction between them grows stronger. But will it unite them or drive them apart as they unravel the extraordinary events that took place in wartime Berlin more than fifty years ago?

A modern Pygmalion story with a twist, by the bestselling author of STEPFORD HUSBANDS. Hattie George is a woman with a mission. A dedicated socialist, she wants to make the world a better place. Teased by her friends, especially her best friend’s boyfriend, Jon, she bets that she can transform Jimmy, a young Geordie who lives on the streets and sells the Big Issue, into a drop-dead gorgeous, man-about-town – in just a few weeks. With his taste for brown sauce and brown ale, and his very different table manners, Jimmy will never turn the heads of the chattering classes or change Jon’s cynicism. Or will he? As Hattie’s mission is launched, there is more than one transformation taking place, resulting in chaos, hilarity, heartbreak and misunderstanding. Just who is trying to impress who? MY FAIR MAN is a modern fairy tale and a witty portrayal of men, women and contemporary society, in which Jane Gordon explores with humour, sympathy and incisiveness the important issues of gender, class, and different people’s motivations.

It’s time to jump out of the handbag and take control of the lead. From the same kennel as The Dangerous Book for Boys, this hilarious doggy equivalent barks one simple question: What's happened to us?! Designer dog beds? Organic gluten free gourmet doggie biscuits? Spa treatments? Everyone likes to be pampered now and then – but isn't there more to being a dog than wearing a mini cashmere sweater and riding around in a Louis Vuitton handbag? What about the simple pleasures of life – feeling the wind in your fur, digging up the grass beneath your paws, smelling another dog's bottom? Isn't that part of the great joy of being a dog? This book is for good dogs, bad dogs, and the millions of people who love them, either way, but owners will no doubt recognize their own lovable pets, and maybe themselves, in these pages. After all, so many people talk to their dogs, they might as well read to them, and learn a little something in the process. Chapters include: Foul Smells Every Dog Should Roll In, What's Edible?, How to Bury a Bone, Building a Bed out of Laundry, Escaping the Lead, Dogs in Literature, Courageous Dogs in History, Formal Rules of Fetch, Enhancing Your Walk and Amazing Bath Time Escapes. The Dangerous Book for Boys tapped into a male desire to recapture a back-to-basics sense of fun. Now, a boy's sense of fun is perfectly fine, but a dog's sense of fun is hilarious. Leg-humping, bottom-sniffing and tail-chasing – these are not just the bedrock of dog life; they are the bedrock of comedy.