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Machine Learning with R
￥73.02
Solve real-world data problems with R and machine learning Key Features * Third edition of the bestselling, widely acclaimed R machine learning book, updated and improved for R 3.5 and beyond * Harness the power of R to build flexible, effective, and transparent machine learning models * Learn quickly with a clear, hands-on guide by experienced machine learning teacher and practitioner, Brett Lantz Book Description Machine learning, at its core, is concerned with transforming data into actionable knowledge. R offers a powerful set of machine learning methods to quickly and easily gain insight from your data. Machine Learning with R, Third Edition provides a hands-on, readable guide to applying machine learning to real-world problems. Whether you are an experienced R user or new to the language, Brett Lantz teaches you everything you need to uncover key insights, make new predictions, and visualize your findings. This new 3rd edition updates the classic R data science book with newer and better libraries, advice on ethical and bias issues in machine learning, and an introduction to deep learning. Find powerful new insights in your data; discover machine learning with R. What you will learn * Discover the origins of machine learning and how exactly a computer learns by example * Prepare your data for machine learning work with the R programming language * Classify important outcomes using nearest neighbor and Bayesian methods * Predict future events using decision trees, rules, and support vector machines * Forecast numeric data and estimate financial values using regression methods * Model complex processes with artificial neural networks — the basis of deep learning * Avoid bias in machine learning models * Evaluate your models and improve their performance * Connect R to SQL databases and emerging big data technologies such as Spark, H2O, and TensorFlow Who this book is for Data scientists, students, and other practitioners who want a clear, accessible guide to machine learning with R.
Powershell Core 6.2 Cookbook
￥70.84
Make use of hands-on recipes for many tasks that are typically encountered in both the on-premises as well as the cloud world. Key Features * A recipe-based guide to help you build effective administrative solutions * Gain hands-on experience with the newly added features of PowerShell Core * Manage critical business environments with professional scripting practices Book Description This book will follow a recipe-based approach and start off with an introduction to the fundamentals of PowerShell, and explaining how to install and run it through simple examples. Next, you will learn how to use PowerShell to access and manipulate data and how to work with different streams as well. You will also explore the object model which will help with regard to PowerShell function deployment. Going forward, you will get familiar with the pipeline in its different use cases. The next set of chapters will deal with the different ways of accessing data in PowerShell. You will also learn to automate various tasks in Windows and Linux using PowerShell Core, as well as explore Windows Server. Later, you will be introduced to Remoting in PowerShell Core and Just Enough Administration concept. The last set of chapters will help you understand the management of a private and public cloud with PowerShell Core. You will also learn how to access web services and explore the high-performance scripting methods. By the end of this book, you will gain the skills to manage complex tasks effectively along with increasing the performance of your environment. What you will learn * Leverage cross-platform interaction with systems * Make use of the PowerShell recipes for frequent tasks * Get a better understanding of the inner workings of PowerShell * Understand the compatibility of built-in Windows modules with PowerShell Core * Learn best practices associated with PowerShell scripting * Avoid common pitfalls and mistakes Who this book is for This book will be for windows administrators who want to enhance their PowerShell scripting skills to the next level. System administrators wanting to automate common to complex tasks with PowerShell scripts would benefit from this book. Prior understanding on PowerShell would be necessary.
Natural Language Processing with Java Cookbook
￥70.84
A problem-solution guide to encounter various NLP tasks utilizing Java open source libraries and cloud-based solutions Key Features * Perform simple-to-complex NLP text processing tasks using modern Java libraries Extract relationships between different text complexities using a problem-solution approach * Utilize cloud-based APIs to perform machine translation operations Book Description Natural Language Processing (NLP) has become one of the prime technologies for processing very large amounts of unstructured data from disparate information sources. This book includes a wide set of recipes and quick methods that solve challenges in text syntax, semantics, and speech tasks. At the beginning of the book, you'll learn important NLP techniques, such as identifying parts of speech, tagging words, and analyzing word semantics. You will learn how to perform lexical analysis and use machine learning techniques to speed up NLP operations. With independent recipes, you will explore techniques for customizing your existing NLP engines/models using Java libraries such as OpenNLP and the Stanford NLP library. You will also learn how to use NLP processing features from cloud-based sources, including Google and Amazon’s AWS. You will master core tasks, such as stemming, lemmatization, part-of-speech tagging, and named entity recognition. You will also learn about sentiment analysis, semantic text similarity, language identification, machine translation, and text summarization. By the end of this book, you will be ready to become a professional NLP expert using a problem-solution approach to analyze any sort of text, sentences, or semantic words. What you will learn * Explore how to use tokenizers in NLP processing * Implement NLP techniques in machine learning and deep learning applications * Identify sentences within the text and learn how to train specialized NER models * Learn how to classify documents and perform sentiment analysis * Find semantic similarities between text elements and extract text from a variety of sources * Preprocess text from a variety of data sources * Learn how to identify and translate languages Who this book is for This book is for data scientists, NLP engineers, and machine learning developers who want to perform their work on linguistic applications faster with the use of popular libraries on JVM machines. This book will help you build real-world NLP applications using a recipe-based approach. Prior knowledge of Natural Language Processing basics and Java programming is expected.
PyTorch Deep Learning Hands-On
￥70.84
All the key deep learning methods built step-by-step in PyTorch Key Features * Understand the internals and principles of PyTorch * Implement key deep learning methods in PyTorch: CNNs, GANs, RNNs, reinforcement learning, and more * Build deep learning workflows and take deep learning models from prototyping to production Book Description PyTorch is a new, lightweight, and Python-first tool for deep learning. Built by Facebook to offer flexibility and speed, it has quickly become the preferred tool for deep learning experts. PyTorch helps you release deep learning models faster than ever before. PyTorch Deep Learning Hands-On shows how to implement every major deep learning architecture in PyTorch. Starting with simple neural networks, it covers PyTorch for computer vision (CNN), natural language processing (RNN), GANs, and reinforcement learning. You will also build deep learning workflows with the PyTorch framework, migrate models built in Python to highly efficient TorchScript, and deploy to production using the most sophisticated available tools. Each chapter focuses on a different area of deep learning. Chapters start with a refresher on the core principles, before sharing the code you need to implement them in PyTorch. If you want to become a deep learning expert this book is for you. What you will learn Use PyTorch to build: * Simple Neural Networks – build neural networks the PyTorch way, with high-level functions, optimizers, and more * Convolutional Neural Networks – create advanced computer vision systems * Recurrent Neural Networks – work with sequential data such as natural language and audio * Generative Adversarial Networks – create new content with models including SimpleGAN and CycleGAN * Reinforcement Learning – develop systems that can solve complex problems such as driving or game playing * Deep Learning workflows – move effectively from ideation to production with proper deep learning workflow using PyTorch and its utility packages * Production-ready models – package your models for high-performance production environments Who this book is for Machine learning professionals and enthusiasts who know Python and want to build efficient and powerful deep learning systems in PyTorch.
Memoirs of the Court of Queen Elizabeth
￥73.48
This book gives us an in depth look at the court of Queen Elizabeth I from birth to death. Widely acclaimed to be one of the most accurate accounts, it features letters, quotes and even sonnets from all the leading people of the day. The intrigues and deceits are written about in great detail - A gripping classic read from AUK's Revisited series.
Giraffe in a Scarf
￥53.86
The giraffe in a scarf is a poor little thing. Will he star in the play if unable to sing?
Jealous Dandelions
￥29.33
In Mrs Pennyweather's garden, where the flowers all gather and grow, all seems calm and peaceful. But, in a small corner of the garden, whispers are in full flow and something is about to change...
Ashley ＆ Cheryl Cole
￥14.62
Ashley ＆ Cheryl Cole - Where Did It All Go Wrong? is a quick-read biography, focusing on Cheryl and Ashley's relationship, marriage and divorce. It looks at the parallels in their careers, the ups and downs, and investigates Ashley's alleged cheating with numerous women. Ultimately it asks the question 'Where Did It All Go Wrong' - could anything have been done to prevent the break-up, or was the marriage doomed from the beginning.
Washday Colours
￥29.33
Washday Colours is a beautifully illustrated children's book by well-known author Suzy-Jane Tanner. It is from a new series of books which encourage learning and play in young children, engaging them in an interactive reading experience. In Washday Colours, young children will have fun identifying yellow dungarees, Dad's blue trousers and Mum's purple knickers as Mum chases and collects the Elephant family's flyaway washing.
Just Still Breathing
￥39.14
This book is a collection of jokes, wonderfully illustrated by Mike Payne, the original creator of Tatty Teddy. Mike's unique view of the world is shown in a humorous manner, with more than forty hilarious cartoons. Cheeky (but never rude), this book is sure to bring a smile to your face.
Life After Kes
￥39.14
Life After Kes examines the history and legacy of the 1969 award-winning British film, Kes, about a boy's (Billy Casper) relationship with a kestrel. This fascinating book not only pays homage to the vision and extraordinary talent involved both in front and behind the camera but also looks at subsequent changes in the educational system, posing some important questions. Are we any better off today? Have schools and teaching staff moved forward over the last few decades? Have successive government's learnt anything from the mistakes of the past? Life After Kes explores the lives of the cast and production team since the making of the film including David (Dai) Bradley who played the lead role and examines why the legacy of Billy Casper and the national perception of Kes cast a shadow over South Yorkshire. Does Casper's ghost still haunt this ex-mining community and is director Ken Loach's gritty northern drama as relevant today as it was then? This book is a must-have for all film fans, anyone who enjoyed Kes and all those with an interest in British social history.
Spectra Magazine - Issue 1
￥24.43
Spectra is the new digital magazine bringing you the best in new sci-fi, horror and fantasy short fiction, news and reviews. With four new stories from established writers and rising talent every issue, Spectra Magazine delivers the cutting edge of digital fiction direct to your favourite eBook platform. Spectra Magazine is the first science fiction, fantasy and horror short fiction publication dedicated to digital reading, delivering the best in genre-based literary entertainment. Each month, four brand new short stories are curated from award-winning genre writers and new talent alike, bringing you electrifying fiction in a host of different styles. We believe that sci-fi, fantasy and short fiction should dazzle and excite even the most seasoned reader, and we only select authors who are sure to blow your mind, ignite your imagination or turn your dreams into nightmares. Written and designed specifically for the e-book generation and e-reader technology, Spectra Magazine is essential for everyone with a passion for science fiction, fantasy, horror, or anyone looking for something fresh and exciting to bring their e-Reader to life. The future of short fiction is here.
Sebastian Vettel Quiz Book
￥24.43
Are you a fan of German motor racing ace Sebastian Vettel? Have you followed his progress on the grand prix circuit, clocking up successive wins to become three times world champion? Are you eagerly anticipating his next race? If the answer is yes, you are certain to want to have a go at the 100 questions in The Sebastian Vettel Quiz Book. Where is Germany does Sebastian come from? Who were his childhood heroes? What record-breaking achievement is Sebastian credited with? The answers to these questions and many more can all be found inside this challenging new quiz book. With 100 facts detailing Sebastian's early life, his multiple victories and career highlights as well as many personal details, this book will tell you everything you ever wanted to know about the unassuming champion. Packed full of information, this book is sure to appeal to motor racing fans of all ages. If you have an interest in the fast-paced world of Formula 1, you won't want to be without this quiz book.
Ultimate Boy Band Quiz Book
￥39.14
Are you up to date with current boy bands? Can you tell One Direction from Union J or what makes Take That different from JLS and The Wanted? If you know all there is to know about the aforementioned groups, or would like to find out more, The Ultimate Boy Band Quiz Book is definitely for you. Which boy band's members were appointed ambassadors for Pokemon during 2011? Which boy band recorded a cover version of a 1977 Bee Gees song? Which group supported Britney Spears in concert in Manchester? Find out the answers to these questions and many more inside this quiz book. With so many facts about your favourite boy bands brought together in one exciting book, you can't help but learn something new. Featuring One Direction, Take That, The Wanted, Union J and JLS, this book will appeal to music lovers of all ages. Whether you are a long-time fan of Take That or secretly dance around the kitchen to the sounds of One Direction, this book has something for everyone. Download it to your eReader and enjoy at your leisure.
How To Sing
￥44.05
This classic guide teaching the reader the techniques of singing was written by a professional opera singer - Lilli Lehman - over 100 years ago. It has since become a must-read book for all those wishing to expand their vocal talents, and teaches a range of skills which the amateur singer often overlooks. Miss Lehmann was born in Germany in 1848 and went on to become a soprano of phenomenal versatility and in later years a voice teacher of much acclaim. Miss Lehmann sung her way around europe appearing in most of the leading opera houses - her voice was her passport. Looking at her presence on the cover it is no surprise that she was one of the greatest Wagnerian singers of her day. In 1916 Miss Lehmann hung up her breast plate and founded the International Summer Academy in Salzburg that focused on voice lessons and coached many up and coming opera stars.
Suicide
￥19.52
When someone commits suicide it effects the people who care about them very deeply and it can be difficult for family and friends to understand what motivated their loved one to take their own life. This new book sets out the facts about suicide in a straightforward way in order to help people who are trying to come to terms with their loss or are close to someone experiencing suicidal thoughts. Written by someone who has experienced the pain of someone close committing suicide, this sympathetic book aims to support those struggling to find understanding. Suicide: The Facts contains 101 points about the reasons why people might chose to take their own life, the signs to look out for and how to cope. Did you know that one in ten adolescents think about suicide? Are you aware that suicidal feelings are often treatable and that attempting suicide can be a cry for help? If you, or someone you know, has been affected by suicide this book is a good starting point in finding the support you need.
Emu-mail
￥39.14
When Billy Burton receives a birthday present from his Auntie Flo, it really is a surprise, as it is a computer generated emu. He and his sister Jilly decide to call it M. At first they do not realise that, except for Auntie Flo, they are the only people who can see it. Soon M not only takes on a life of his own, but also causes mayhem along the way, whilst protecting Billy and Jilly at school, at the supermarket, and even on holiday abroad.
101 Interesting Facts on Doctor Who
￥24.43
Are you a Doctor Who fan? Have you followed the series through the years? Can you remember the names of all the past 'Doctors' and their companions? Would you like to know more about the iconic TV programme and its characters? If you answered yes to any of these questions, you won't want to be without 101 Interesting Facts on Doctor Who. Do you know where Dr Who's tomb is located or how many times The Doctor has regenerated inside the TARDIS? Which Doctor Who extra-terrestrials come from the plant Raxacoricicofallapatorius and what was The Doctor's companion, Romana's full name? Find out the answers, along with much more Doctor Who-related trivia, inside this new book. Discover fascinating facts about The Doctors, companions, their allies and enemies and the actors who bring them all to life, as well as information about the different storylines from programme past and present. This is a must-have book for all Doctor Who enthusiasts, whether you are a lifelong fan or one of the series many new followers.
Spectra Magazine - Issue 3
￥24.43
Spectra is the new digital magazine bringing you the best in new sci-fi, horror and fantasy short fiction, news and reviews. With four new stories from established writers and rising talent every issue, Spectra Magazine delivers the cutting edge of digital fiction direct to your favourite eBook platform. Spectra Magazine is the first science fiction, fantasy and horror short fiction publication dedicated to digital reading, delivering the best in genre-based literary entertainment. Each month, four brand new short stories are curated from award-winning genre writers and new talent alike, bringing you electrifying fiction in a host of different styles. We believe that sci-fi, fantasy and short fiction should dazzle and excite even the most seasoned reader, and we only select authors who are sure to blow your mind, ignite your imagination or turn your dreams into nightmares. Written and designed specifically for the e-book generation and e-reader technology, Spectra Magazine is essential for everyone with a passion for science fiction, fantasy, horror, or anyone looking for something fresh and exciting to bring their e-Reader to life. The future of short fiction is here.
2013/2014 Spurs Quiz Book
￥24.43
Are you a Spurs fan? Have you followed the team's progress throughout the 2013/2014 season or gone to watch them play? If Tottenham Hotspur is your local football club or the team you support, you are certain to enjoy tackling the 100 questions in this new quiz book. Who was Tottenham's top League scorer during the 2013/2014 season? Which Spurs midfielder scored a brace against Southampton at home during March 2014? How much was a match day programme at White Hart Lane during 2013/2014? Check the answers to these questions and more in The 2013/2014 Spurs Quiz Book. If you suffer from withdrawal symptoms at the end of the football season, this is your chance to relive all the highlights of Spurs most recent games. This book contains questions on the players, goalscorers, opponents, home and away matches, memorable wins, draws and losses as well as general Spurs trivia. Dedicated to Spurs 2013/14 season, this quiz book can be enjoyed by the whole family and will appeal to football fans of all ages.
Ultimate Football Managers Quiz Book
￥24.43
If you are a football fan there is little doubt that you will be able to name many of the world's most famous managers and the teams they are associated with but how much do you really know about them? Now, there is an easy way to find out more about all those memorable football managers, past and present, by having a go at the 101 questions in this new quiz book. Who was the first foreign manager of an English top-flight club? What was the last senior club managed by former England manager Terry Venables? How many seasons was Alex Ferguson in charge of the Red Devils? These are just some of the brain-teasing questions you will find in The Ultimate Football Managers Quiz Book. Whether you can readily recall all those iconic managers and the teams they led to victory, and sometimes defeat, or need a little reminder, this book is sure to prove popular with anyone interested in the beautiful game. Entertaining and informative, this is a must-have book for football fans of all ages.
