On Nature: Unexpected Ramblings on the British Countryside
¥154.12
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
Prince of Hazel and Oak (Shadowmagic, Book 2)
¥56.11
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.
A Midsummer Tights Dream (The Misadventures of Tallulah Casey, Book 2)
¥51.50
It’s the hotly anticipated sequel to the winner of the Roald Dahl Funny Prize, WITHERING TIGHTS – laugh your tights off as Tallulah Casey and her bonkers mates return for a new term at Dother Hall performing arts college. Boys, snogging and bad acting guaranteed! Yaroooo! Tallulah’s triumphant Heathcliff in ‘Wuthering Heights’ the comedy musical was enough to secure her place at Dother Hall performing arts college for another term. She can’t wait to see her pals again, Charlie and the boys from Woolfe Academy and maybe even bad boy Cain… Could the bright lights of Broadway be calling? And for who? Find out in the next Misadventures of Tallulah Casey. Praise for WITHERING TIGHTS: "I don't know how, but Louise Rennison has done it again. Tallulah is even funnier, warmer, and sweeter than her cousin Georgia Nicolson. I fell in love with Withering Tights, and you will too!" – Meg Cabot, author of The Princess Diaries and Abandon series
The Clumsies make a Mess of the Big Show (The Clumsies, Book 3)
¥22.46
Shortlisted for the Roald Dahl Funny prize 2010 – The Clumsies are back in their third and most hilarious book yet! Full of the surreal invention and sparkling wit we’ve come to expect, this latest instalment will have everyone checking under their desks for talking mice… Howard's evil boss Mr Bullerton has decided to put on a Big Show at work – and he wants Howard to sing! Trouble is, Howard's singing is worse than awful… and Mr Bullerton knows it. Now Howard faces an epic humiliation. Can the Clumsies help by turning Mr Bullerton's concert into total chaos? Silly question.
Liberty and the Dream Ride (Pony Club Secrets, Book 11)
¥51.50
Saddle up for the eleventh Pony Club Secrets adventure! Issie leaps to new heights with showjumper Comet, but will she ride to victory on Liberty? The penultimate book in a best-selling pony adventure series. Issie and Comet have travelled to Lexington, USA to take on the best riders in the world at the famed four-star horse trials. It’s Issie first experience of competing against adult professional riders and she begins to worry that she’s out of her depth. But then the competition gets even more exciting when Tara Kelly calls with the offer of a chance ride on another horse. With everything at stake does Issie have what it takes to win?
Ink in the Blood: A Hospital Diary
¥19.13
Just after ‘Bring Up the Bodies’ author Hilary Mantel won the Man Booker for ‘Wolf Hall’, she fell gravely ill. This is her remarkable hospital diary. Originally published in the London Review of Books, this diary by the acclaimed author Hilary Mantel explores in forensic detail her loss of dignity, her determination, the concentration of the senses into an animalistic struggle to get through, and the attendant hallucinations she was plagued by during her stay in hospital. With her health now improved, and the acknowledgement of the Man Booker prize-winning follow-up to ‘Wolf Hall’, ‘Bring Up the Bodies’ as one of our greatest works of fiction, ‘Ink in the Blood’ remains a significant testament to the traumas of illness, and one of the most incredible and haunting essays published in a very long time.
The Goblin King (Sophie and the Shadow Woods, Book 1)
¥27.27
Exciting 6 book character-led series for 7+ girls who love adventure! Very few people ever enter the Shadow Woods, for these woods are like no others. Hidden deep within them is the Gateway to the Shadow Realm – a dark and chaotic world where all kinds of gruesome creatures live… On her tenth birthday, tomboy Sophie learns she is the Guardian of the magical gateway, and that her destiny is to protect the human world from the goblins, trolls and evil sprites that inhabit the Shadow Woods. Each book sees Sophie having to outwit weird and terrifying creatures from the Shadow Woods, starting with the gruesome Goblins!
The Swamp Boggles (Sophie and the Shadow Woods, Book 2)
¥27.27
The second action-packed quest in an exciting new six book character-led series for 7+ girls who love fantasy, adventure, and high-kicking heroines! This time, Sophie has to call upon all her strength and skills to defeat her most gruesome foe yet… THE SWAMP BOGGLES! Very few people ever enter the Shadow Woods, for these woods are like no others. Hidden deep within them is the Gateway to the Shadow Realm – a dark and chaotic world where all kinds of gruesome creatures live… On her tenth birthday, tomboy Sophie learns she is the Guardian of the magical gateway, and that her destiny is to protect the human world from the goblins, trolls and evil sprites that inhabit the Shadow Woods. Together with her brave best friend and loyal sidekick, Sam, Sophie must find a way to stop an invasion of disgusting slime-filled, stinky Swamp Boggles from causing mayhem in her town and it’ll take all of Sophie’s Guardian magic powers to defeat it!
The Fog Boggarts (Sophie and the Shadow Woods, Book 4)
¥27.27
The fourth action-packed quest in an exciting six book character-led series for 7+ girls who love fantasy, adventure, and high-kicking heroines! Very few people ever enter the Shadow Woods, for these woods are like no others. Hidden deep within them is the Gateway to the Shadow Realm – a dark and chaotic world where all kinds of gruesome creatures live… On her tenth birthday, tomboy Sophie learns she is the Guardian of the magical gateway, and that her destiny is to protect the human world from the goblins, trolls and evil sprites that inhabit the Shadow Woods. Each book sees Sophie having to outwit weird and terrifying creatures from the Shadow Woods, and in this fourth action-packed adventure, we meet the stinky Fog Boggarts!
The Icicle Imps (Sophie and the Shadow Woods, Book 5)
¥27.27
The fifth action-packed quest in an exciting new six book character-led series for 7+ girls who love fantasy, adventure, and high-kicking heroines! Very few people ever enter the Shadow Woods, for these woods are like no others. Hidden deep within them is the Gateway to the Shadow Realm – a dark and chaotic world where all kinds of gruesome creatures live… On her tenth birthday, tomboy Sophie learns she is the Guardian of the magical gateway, and that her destiny is to protect the human world from the goblins, trolls and evil sprites that inhabit the Shadow Woods. Each book sees Sophie having to outwit weird and terrifying creatures from the Shadow Woods, and in this fifth action-packed adventure, it’s the turn of the nasty Icicle Imps!
The Perfume Lover: A Personal Story of Scent
¥66.22
‘Why couldn’t I be a perfumer’s muse? I’ve come such a long way in the realm of scent. In fact, I was never really meant to poke my nose into it …’ The Perfume Lover by Denyse Beaulieu is an intimate journey into the mystery of scent. What if the most beautiful night in your life inspired a fragrance? Denyse Beaulieu is a respected fragrance writer; it is her world, her love, her life. When she was growing up, perfume was forbidden in her house, spurring a childhood curiosity that went on to become an intellectual and sensual passion. It is this passion she pursued all the way to Paris, where she now lives, and entered the secretive world of the perfume industry. But little did she know that it would lead her to achieve a fragrance lover’s wildest dream … When Denyse tells a famous perfumer of a sensual night spent in Seville under an orange tree in full blossom, wrapped in the arms of a beautiful young man, the story stirs his imagination and together they create a scent that captures the essence of that night. This is the story of that perfume. As the unique creative collaboration unfolds, the perfume-in-progress conjures intimate memories, leading Beaulieu to make sense of her life through scents. Throughout, she weaves the evocative history of perfumery into her personal journey, in an intensely passionate voice: the masters and the masterpieces; the myths and the myth-busting, down to the molecular mysteries that weld our flesh to flowers… The Perfume Lover is an unprecedented account of the creative process that goes into composing a fragrance, and a uniquely candid insider’s view into the world and history of fragrance. Your world will never smell the same.
One-Pot Cooking: Casseroles, curries, soups and bakes and other no-fuss family f
¥73.58
Love cooking but tired of of washing up all those pots and pans? One-Pot cooking contains over 130 delicious and easy-to-make recipes that can be cooked in just one dish. Bestselling food writer Katie Bishop shows you how easy it is to produce fast, hassle-free meals for all the family. From favourites such as chicken curry and oven-baked risotto, Asian-inspired noodles and stir-fries to mouth-watering desserts, every recipe will delight those looking for good food that requires minimal clearing up. Katie's straightforward, helpful style and inspired recipes, which use easily attainable supermarket ingredients, will be loved by anyone who wants to produce perfect meals every time. One-pot is divided into six accessible chapters and recipes include: * In a Pot - Sausage, bean and tomato hot pot; Thai coconut beef curry; Creamy cauliflower cheese soup; Toffee apple pudding. * In a Pan - Big brunch breakfast omelette; Pesto pepper chicken and potatoes; Speedy pasta and meatballs; Emergency prawn curry. * In a Wok - Lemon Chicken with rise; Lamb, spring green and garlic noodles; Rainbow vegetable and cashew nut stir-fry. * In a Bowl - Watercress, blue cheese, pear and pecan salad; Smoked salmon with celeriac and capers; Chicken and lentil salad; Rocky road; Strawberry and vanilla shortcakes. * In the Oven - Quick Fish Pie; Baked garlic mushroom risotto; Roast beef and Yorkshire pudding; Creamy potato and blue cheese gratin; Easy apple pies. * Under the Grill - Pork burgers; Lamb and mango chutney kebabs; Charred steak and onion sandwiches; Sticky balsamic duck and fig salad; Caramelised bananas with pecan praline.
Bombs on Aunt Dainty
¥34.14
Partly autobiographical, this is the second title in Judith Kerr’s internationally acclaimed trilogy of books following the life of Anna through war-torn Germany, to London during the Blitz and her return to Berlin to discover the past… It is hard enough being a teenager in London during the Blitz, finding yourself in love and wondering every night whether you will survive the bombs. But it is even harder for Anna, who is still officially classified as an “enemy alien”. Those bombs are coming from Germany – the country that was once her own. If Hitler invades, can she and her beloved refugee family possibly survive? This was previously published as The Other Way Round.
The Frozen Water Trade (Text Only)
¥72.99
The story of the 19th-century ice trade, in which ice from the lakes of New England – valued for its incredible purity – revolutionised domestic life around the world. In the days before artificial refrigeration, it was thought impossible to transport ice for long distances. But one man, Frederic Tudor, was convinced it could be done. This is the story of how, almost single-handedly, and in the face of near-universal mockery, he established a vast industry that would introduce the benefits of fresh ice to large parts of the globe. Thanks to Tudor, the American fashion for drinks ‘on the rocks’ spread to tropical areas such as the West Indies and British India. By the 1830s fleets of schooners carried the frozen cargo, packed with sawdust and tarpaulins for insulation, to all corners of the world. The harvesting of the ice from New England’s lakes employed thousands of men. The frozen water trade had a profound influence on the tastes of a large part of the world, but with the development of artificial cooling systems in the first quarter of the 20th century, the huge industry established by Frederic Tudor vanished as if it had never been. Note that it has not been possible to include the same picture content that appeared in the original print version.
Python Social Media Analytics
¥90.46
Leverage the power of Python to collect, process, and mine deep insights from social media data About This Book ? Acquire data from various social media platforms such as Facebook, Twitter, YouTube, GitHub, and more ? Analyze and extract actionable insights from your social data using various Python tools ? A highly practical guide to conducting efficient social media analytics at scale Who This Book Is For If you are a programmer or a data analyst familiar with the Python programming language and want to perform analyses of your social data to acquire valuable business insights, this book is for you. The book does not assume any prior knowledge of any data analysis tool or process. What You Will Learn ? Understand the basics of social media mining ? Use PyMongo to clean, store, and access data in MongoDB ? Understand user reactions and emotion detection on Facebook ? Perform Twitter sentiment analysis and entity recognition using Python ? Analyze video and campaign performance on YouTube ? Mine popular trends on GitHub and predict the next big technology ? Extract conversational topics on public internet forums ? Analyze user interests on Pinterest ? Perform large-scale social media analytics on the cloud In Detail Social Media platforms such as Facebook, Twitter, Forums, Pinterest, and YouTube have become part of everyday life in a big way. However, these complex and noisy data streams pose a potent challenge to everyone when it comes to harnessing them properly and benefiting from them. This book will introduce you to the concept of social media analytics, and how you can leverage its capabilities to empower your business. Right from acquiring data from various social networking sources such as Twitter, Facebook, YouTube, Pinterest, and social forums, you will see how to clean data and make it ready for analytical operations using various Python APIs. This book explains how to structure the clean data obtained and store in MongoDB using PyMongo. You will also perform web scraping and visualize data using Scrappy and Beautifulsoup. Finally, you will be introduced to different techniques to perform analytics at scale for your social data on the cloud, using Python and Spark. By the end of this book, you will be able to utilize the power of Python to gain valuable insights from social media data and use them to enhance your business processes. Style and approach This book follows a step-by-step approach to teach readers the concepts of social media analytics using the Python programming language. To explain various data analysis processes, real-world datasets are used wherever required.
Getting Started with Terraform - Second Edition
¥54.49
Build, Manage and Improve your infrastructure effortlessly. About This Book ? An up-to-date and comprehensive resource on Terraform that lets you quickly and efficiently launch your infrastructure ? Learn how to implement your infrastructure as code and make secure, effective changes to your infrastructure ? Learn to build multi-cloud fault-tolerant systems and simplify the management and orchestration of even the largest scale and most complex cloud infrastructures Who This Book Is For This book is for developers and operators who already have some exposure to working with infrastructure but want to improve their workflow and introduce infrastructure as a code practice. Knowledge of essential Amazon Web Services components (EC2, VPC, IAM) would help contextualize the examples provided. Basic understanding of Jenkins and Shell *s will be helpful for the chapters on the production usage of Terraform. What You Will Learn ? Understand what Infrastructure as Code (IaC) means and why it matters ? Install, configure, and deploy Terraform ? Take full control of your infrastructure in the form of code ? Manage complete infrastructure, starting with a single server and scaling beyond any limits ? Discover a great set of production-ready practices to manage infrastructure ? Set up CI/CD pipelines to test and deliver Terraform stacks ? Construct templates to simplify more complex provisioning tasks In Detail Terraform is a tool used to efficiently build, configure, and improve the production infrastructure. It can manage the existing infrastructure as well as create custom in-house solutions. This book shows you when and how to implement infrastructure as a code practices with Terraform. It covers everything necessary to set up the complete management of infrastructure with Terraform, starting with the basics of using providers and resources. It is a comprehensive guide that begins with very small infrastructure templates and takes you all the way to managing complex systems, all using concrete examples that evolve over the course of the book. The book ends with the complete workflow of managing a production infrastructure as code—this is achieved with the help of version control and continuous integration. The readers will also learn how to combine multiple providers in a single template and manage different code bases with many complex modules. It focuses on how to set up continuous integration for the infrastructure code. The readers will be able to use Terraform to build, change, and combine infrastructure safely and efficiently. Style and approach This book will help and guide you to implement Terraform in your infrastructure. The readers will start by working on very small infrastructure templates and then slowly move on to manage complex systems, all by using concrete examples that will evolve during the course of the book.
Hands-On Data Science and Python Machine Learning
¥71.93
This book covers the fundamentals of machine learning with Python in a concise and dynamic manner. It covers data mining and large-scale machine learning using Apache Spark. About This Book ? Take your first steps in the world of data science by understanding the tools and techniques of data analysis ? Train efficient Machine Learning models in Python using the supervised and unsupervised learning methods ? Learn how to use Apache Spark for processing Big Data efficiently Who This Book Is For If you are a budding data scientist or a data analyst who wants to analyze and gain actionable insights from data using Python, this book is for you. Programmers with some experience in Python who want to enter the lucrative world of Data Science will also find this book to be very useful, but you don't need to be an expert Python coder or mathematician to get the most from this book. What You Will Learn ? Learn how to clean your data and ready it for analysis ? Implement the popular clustering and regression methods in Python ? Train efficient machine learning models using decision trees and random forests ? Visualize the results of your analysis using Python’s Matplotlib library ? Use Apache Spark’s MLlib package to perform machine learning on large datasets In Detail Join Frank Kane, who worked on Amazon and IMDb’s machine learning algorithms, as he guides you on your first steps into the world of data science. Hands-On Data Science and Python Machine Learning gives you the tools that you need to understand and explore the core topics in the field, and the confidence and practice to build and analyze your own machine learning models. With the help of interesting and easy-to-follow practical examples, Frank Kane explains potentially complex topics such as Bayesian methods and K-means clustering in a way that anybody can understand them. Based on Frank’s successful data science course, Hands-On Data Science and Python Machine Learning empowers you to conduct data analysis and perform efficient machine learning using Python. Let Frank help you unearth the value in your data using the various data mining and data analysis techniques available in Python, and to develop efficient predictive models to predict future results. You will also learn how to perform large-scale machine learning on Big Data using Apache Spark. The book covers preparing your data for analysis, training machine learning models, and visualizing the final data analysis. Style and approach This comprehensive book is a perfect blend of theory and hands-on code examples in Python which can be used for your reference at any time.
Hands-On Deep Learning with TensorFlow
¥63.21
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.
Expert Angular
¥90.46
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.
Deep Learning with Theano
¥80.65
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.
Skill Up: A Software Developer's Guide to Life and Career
¥71.93
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.

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