Build simple, maintainable, and easy to deploy machine learning applications. About This Book ? Build simple, but powerful, machine learning applications that leverage Go’s standard library along with popular Go packages. ? Learn the statistics, algorithms, and techniques needed to successfully implement machine learning in Go ? Understand when and how to integrate certain types of machine learning model in Go applications. Who This Book Is For This book is for Go developers who are familiar with the Go syntax and can develop, build, and run basic Go programs. If you want to explore the field of machine learning and you love Go, then this book is for you! Machine Learning with Go will give readers the practical skills to perform the most common machine learning tasks with Go. Familiarity with some statistics and math topics is necessary. What You Will Learn ? Learn about data gathering, organization, parsing, and cleaning. ? Explore matrices, linear algebra, statistics, and probability. ? See how to evaluate and validate models. ? Look at regression, classification, clustering. ? Learn about neural networks and deep learning ? Utilize times series models and anomaly detection. ? Get to grip with techniques for deploying and distributing analyses and models. ? Optimize machine learning workflow techniques In Detail The mission of this book is to turn readers into productive, innovative data analysts who leverage Go to build robust and valuable applications. To this end, the book clearly introduces the technical aspects of building predictive models in Go, but it also helps the reader understand how machine learning workflows are being applied in real-world scenarios. Machine Learning with Go shows readers how to be productive in machine learning while also producing applications that maintain a high level of integrity. It also gives readers patterns to overcome challenges that are often encountered when trying to integrate machine learning in an engineering organization. The readers will begin by gaining a solid understanding of how to gather, organize, and parse real-work data from a variety of sources. Readers will then develop a solid statistical toolkit that will allow them to quickly understand gain intuition about the content of a dataset. Finally, the readers will gain hands-on experience implementing essential machine learning techniques (regression, classification, clustering, and so on) with the relevant Go packages. Finally, the reader will have a solid machine learning mindset and a powerful Go toolkit of techniques, packages, and example implementations. Style and approach This book connects the fundamental, theoretical concepts behind Machine Learning to practical implementations using the Go programming language.

全書包含幾個英語語法範疇：易混淆詞、單複數、量詞、數目詞彙、同音異義詞、短語動詞、慣用語、明喻和隱喻等 內容選自余黎青萍於報章撰寫的專欄文章，談及英語學習不同的重要範疇，作者從日常生活、工作、傳媒報導等搜集實例，從反方面指出措辭不當、似是而非的毛病，也從正面說明如何學好英語，如何活用 phrasal verbs 及 idioms，幫助讀者明白英語如何可表達得傳神。

Learn how UX and design thinking can make your site stand out from the rest of the internet. About This Book ? Learn everything you need to know about UX for your Web Design. ? Design B2B, B2C websites that stand out from the competitors with this guide ? Enhance your business by improving customer accessibility and retention. Who This Book Is For If you’re a designer, developer, or just someone who has the desire to create websites that are not only beautiful to look at but also easy to use and fully accessible to everyone, including people with special needs, UX for the Web will provide you with the basic building blocks to achieve just that. What You Will Learn ? Discover the fundamentals of UX and the User-Centered Design (UCD) Process. ? Learn how UX can enhance your brand and increase user retention ? Learn how to create the golden thread between your product and the user ? Use reliable UX methodologies to research and analyze data to create an effective UX strategy ? Bring your UX strategy to life with wireframes and prototypes ? Set measurable metrics and conduct user tests to improve digital products ? Incorporate the Web Content Accessibility Guidelines (WCAG) to create accessible digital products In Detail If you want to create web apps that are not only beautiful to look at, but also easy to use and fully accessible to everyone, including people with special needs, this book will provide you with the basic building blocks to achieve just that. The book starts with the basics of UX, the relationship between Human-Centered Design (HCD), Human-Computer Interaction (HCI), and the User-Centered Design (UCD) Process; it gradually takes you through the best practices to create a web app that stands out from your competitors. You’ll also learn how to create an emotional connection with the user to increase user interaction and client retention by different means of communication channels. We’ll guide you through the steps in developing an effective UX strategy through user research and persona creation and how to bring that UX strategy to life with beautiful, yet functional designs that cater for complex features with micro interactions. Practical UX methodologies such as creating a solid Information Architecture (IA), wireframes, and prototypes will be discussed in detail. We’ll also show you how to test your designs with representative users, and ensure that they are usable on different devices, browsers and assistive technologies. Lastly, we’ll focus on making your web app fully accessible from a development and design perspective by taking you through the Web Content Accessibility Guidelines (WCAG). Style and Approach This is an easy-to-understand step-by-step guide with full of examples to that will help you in creating good UX for your web applications.

When you see him, it's already too late… Four days before Christmas, a young woman's body is found in a ditch in the grounds of Edinburgh Castle, the discovery rendered even more terrifying by the message 'More Will Die' written on her body in blood. Soon, the prophecy is fulfilled, more young women disappear - all redheads - their bodies later found bludgeoned to death, their feet severed. Quickly dubbed 'The Edinburgh Ripper', the murders bring the city to its knees. It might be the season of goodwill but its citizens live in fear of becoming the latest victim. Headstrong young lawyer Brodie McLennan teams up with DI Duncan Bancho in an effort to discover the identity of this warped killer. Soon, their investigations uncover a ring of human traffickers, selling Eastern European women as sex slaves, a depraved group called the ‘Hobbyists’ and a clandestine internet chat room. Unbeknownst to Brodie, the killer's web is spinning ever closer to her and her teenaged half sister Connie, recently back in her life. When Connie is reported missing, Brodie must quickly uncover the Ripper's identity - before her own flesh and blood becomes the latest victim.

When Isobel and Alex came home from school to find their abusive father had brutally murdered their mother, their world was thrown into chaos. Plunged into a care system that neglected them, Isobel and Alex were expected to come to nothing, and had only each other to rely on. Isobel and Alex’s mother used to do everything with them. A full-time teacher, she dedicated herself to her children, partly in order to give them every possible opportunity in life, and partly to keep them out of the way of their increasingly eccentric, erratic and unpleasant father. Their father, a violent and frightening man, spent most of his time locked in his bedroom, a room the rest of the family never ventured into. He became increasingly bitter and angry at the outside world in general, and at his wife and children in particular. The local community feared his outbursts as much as Isobel and Alex did, but the neighbours saw far less of him as he became increasingly housebound. No one came to the Kerr’s house to visit. When Isobel was 15 and Alex 13, they came home from school to find police everywhere. Their father had stabbed their mother between fifty and sixty times with a sharpened chisel. As far as anyone could tell the attack was unprovoked and of incredible savagery, but the children were given the minimum amount of information. No one wanted to upset them unnecessarily. Their mother had been an only child and they had never been in contact with their father's family. There was no one else for them to turn to - except each other. This is an inspiring story of a brother and sister who only had each other, and a powerful testament to what can be achieved through courage and love.

Fact collides with fiction in Will Adams second pulse-pounding adventure featuring the enigmatic Daniel Knox – hero of The Alexander Cipher Fact collides with fiction in Will Adams second pulse-pounding adventure featuring the enigmatic Daniel Knox. On the trail of a Dead Sea Scroll, Knox stumbles across an ancient temple being surreptitiously excavated by evangelical Christians outside Alexandria. A chase ends in tragedy with the death of Alexandria's senior archaeologist, and Knox the chief suspect. Meanwhile, Knox's partner Gaille Bonnard is baby-sitting a television crew around the ancient city of Amarna, home of the multiple mysteries of Pharaoh Akhenaten. Kidnapped by rogue soldiers, her time fast running out, she sends Knox a message hidden in a hostage video, pleading with him to come to her rescue. But Knox has problems of his own, under arrest on suspicion of murder, locked in a police cell half a country away. And the only way for him to find and save her is to crack one of the great unsolved mysteries of the ancient world.

Step into the magical world of Cecelia Ahern in this heartwarming bestseller. If you could wish for one gift this Christmas, what would it be? Lou Suffern wishes he could be in two places at once. His constant battle with the clock is a sensitive issue with his wife and family. Gabe wishes he was somewhere warm. When Lou invites Gabe, a homeless man who sits outside his office, into the building and into his life, Lou’s world is changed beyond all measure… An enchanting and thoughtful Christmas story that speaks to all of us abut the value of time and what is truly important in life.

An extraordinary and dramatic depiction of the legendary battle of Agincourt from the number one historical novelist Azincourt, fought on October 25th 1415, St Crispin's Day, is one of England’s best-known battles, in part through the brilliant depiction of it in Shakespeare's Henry V, in part because it was a brilliant and unexpected English victory and in part because it was the first battle won by the use of the longbow - a weapon developed by the English which enabled them to dominate the European battlefields for the rest of the century. Bernard Cornwell’s Azincourt is a vivid, breathtaking and meticulously well-researched account of this momentous battle and its aftermath. From the varying viewpoints of nobles, peasants, archers, and horsemen, Azincourt skilfully brings to life the hours of relentless fighting, the desperation of an army crippled by disease and the exceptional bravery of the English soldiers.

‘Punished’ is the inspiring true story of an unusual little girl, Vanessa, whose childhood was devastated by torture and abuse at the hands of her sadistic mother. Vanessa was nearly destroyed until she discovered a secret that ultimately saved her life. From the age of 3, Vanessa lived in daily terror of her mother's unpredictable rage. If she was 'naughty', her mother would lash out at her – with beatings, torture, starvation and making Vanessa sleep in their garden's pigsty, tied up like an animal. Her mother said her punishments were God's revenge on her for being the devil's child. Her father lived in denial of her suffering. When she was 6 years old, Vanessa's grandfather began to sexually abuse her – to her despair, aided and abetted by both her mother and grandmother. At eight years old, she then discovered that the 'mother' who hated her so much had adopted her as a baby and would never love her as her own. At the most horrific times of Vanessa's abuse, she nearly lost all hope that she would escape her prison, until mysterious things started to happen to her that allowed her to fight back. This is the story of how Vanessa survived a childhood that nearly destroyed her and how her secret led her out of the horrors of her past.

A classic tale of espionage, secret missions and exotic locations which out-Bonds Bond, from the acclaimed master of action and suspense. Eight job advertisements. Eight jobs. Eight specialists in modern technology required. Eight scientists to fill them. Applicants to be married, with no children, and prepared to travel. Highly persuasive salaries. One criminal mastermind. Eight positions filled. Eight scientists - and their wives - disappear. Completely. One secret agent to stop him. Advertisment no.9. Sydney, Australia. Fuel specialist required. Looks like a job for John Bentall…

A classic novel of ruthless revenge set in the steel jungle of an oil rig in the Gulf of Mexico – and on the sea bed below it. Now reissued in a new cover style. A sunken DC-3 lying on the Caribbean floor. Its cargo: ten million, two hundred and fifty thousand dollars in gold ingots, emeralds and uncut diamonds guarded by the remains of two men, one woman and a very small boy. The fortune was there for the taking, and ready to grab it were a blue-blooded oilman with his own offshore rig, a gangster so cold and independent that even the Mafia couldn’t do business with him and a psychopathic hired assassin. Against them stood one man, and those were his people, those skeletons in their watery coffin. His name was Talbot, and he would bury his dead – but only after he had avenged their murders.

The classic tale of terrorism, where a criminal fanatic is hell-bent on blasting San Francisco into the ocean, from the acclaimed master of action and suspense. 'Earthquake country,' said the Professor. 'San Francisco is geologically and seismologically a city that waits to die. Los Angeles is ringed by earthquake centres - seven massive quakes so far. We have no idea where the next, the monster, will hit…' …until a criminal fanatic kidnaps a nuclear scientist and builds his own atomic bombs. If exploded on California's fault lines they could trigger off the mightiest earthquake of them all - killing half its population and dumping the entire city of San Francisco into the sea. Goodbye California…

From the acclaimed master of action and suspense. The all time classic. Paul Sherman of Interpol's Narcotics Bureau flies to Amsterdam on the trail of a dope king. With enormous skill the atmosphere is built up: Amsterdam with its canals and high houses; stolid police; psychopaths; women in distress and above all – murder.

Duelling, derring-do, and dastardly deeds are all in a day’s work for Liberty Lane, a new heroine for fans of Georgette Heyer and Sarah Waters’s Victorian novels. The Augustus theatre likes to put on a good show. But when a public spat erupts between two dancers on the London stage, it comes to a dramatic conclusion that definitely wasn’t part of the *: one dead, the other arrested for murder. As far as the jury’s concerned, it’s an open-and-shut case, but Liberty Lane believes otherwise. Soon she’s leading her own investigation, in a desperate race against the hangman’s noose. And while the criminal underworld may be no place for a lady, there’s no place for a criminal to hide once Liberty’s on the case…

A stunning and sumptuous tale of the boundaries between love and hate, truth and deception, set against the anticipation for the Kumbh Mela: the biggest festival in India. When Mia, acutely depressed by the suicide of her artist father, meets Karna, a young and mesmeric guru who bears a startling resemblance to a figure in her father’s painting, she feels compelled to follow him all the way from London to India. And if marrying Vik, the suave businessman her mother so approves of, is the way to get there, so be it. Once in India, Mia learns about Vik’s mother, Indi. She is a figure of great power, inordinately beautiful and gifted, but blind. Her rage ensnares and yet rejects anyone who tries to come close. Mia must travel to the Kumbh Mela, the festival on the banks of the Ganges, to make sense of everything: her own confused love for two men, Indi’s anguish, her own family’s history. And yet when she arrives, nothing is as she thought it would be; through a change in perspective, she comes to realise the limitations of vision… This is a remarkable tale of hope, destruction and ultimately of rebirth, as one young woman explores the shifting sands of illusion and truth.

From the author of The Grafton Girls comes the story of one Liverpool family preparing for the onslaught of World War Two, but feuding amongst themselves… Jean and Vi are twins but couldn’t be more different. Jean’s proud of her honest, hardworking husband and their children, but there’s never a penny to spare. Vi’s equally proud of her husband’s new role as a local councillor and their elegant new house, and has raised her children to expect the best. As war breaks out, agonising decisions must be faced. Should the oldest children enlist? Should the youngest be evacuated? All the traditional certainties are overturned. Then the twins’ own younger sister, singer Francine, returns home unexpectedly and stirs up the past, even in the midst of present danger. This is a tremendous saga of fighting spirit and family closeness, and the belief that even though today is full of destruction and pain, there is hope for a better tomorrow.

Joe knew his mother was cruel and violent, but he trusted his beloved father to protect him from her. When a freak accident saw his father burn to death in front of him, Joe was left at the mercy of his mother. Without the love of his friend and brother, he wouldn't have survived. With them, he went on to spend his life fighting child abuse. Joe was just five years old and the horrific scene literally struck him dumb. He didn't speak for four and a half years, which meant he was unable to ask anyone for help as his life turned into a living hell. His schizophrenic mother and two of his older brothers spent the following years beating him, raping him and locking him in the cellar at the family home. Fed on scraps that he was forced to lick from the floor, he was sometimes left naked in the dark for three days without human contact. Unable to read or write, all Joe could do to communicate his suffering was draw pictures. The violence and sexual abuse grew in severity as more people, including his stepfather, were invited to use him in any way they chose. The only thing that saved Joe was the kindness of his elder brother and his only school friend, both of whom showed him that love was possible even in the darkest of situations. At fourteen he finally found the courage to run away, hiding in a hut by a railway line, fed on scraps by some local children who found him. Joe's is the ultimate insider's story, casting light into the darkest of hidden worlds, and a truly inspirational account of how one small boy found the strength to overcome almost impossible odds and become a remarkable man. Now that he has found his voice again, Joe speaks out against child abuse and helps support and protect other children whose lives have been blighted by it.

Professor Tudor Parfitt, a real-life British Indiana Jones, has made the biggest discovery of the last 3,000 years – the secret location of the fabled Ark of the Covenant. In 2006, he made an incredible journey to its final resting place and in February 2008 he will reveal this to the world. This is the amazing story of his quest. This is the real-life account of Professor Tudor Parfitt's remarkable discovery – of the lost Ark of the Covenant that disappeared from the Temple of Jerusalem centuries ago. The holiest object in the world, the Ark of the Old Testament contains the tablets of law sacred to Judaism, Christianity and Islam. Scholar, orientalist and adventurer, Parfitt embarked on an incredible journey to discover where the Ark is hidden, and when he reveals his discovery history books will be rewritten forever. Parfitt's quest took him on an incredible detective trail across the Middle East and Africa. His search led him to ancient documents and codes in Oxford and Jerusalem, and even to discoveries in modern genetic science, for clues to take him closer to the Ark. But some people didn't want the Ark to be found. In the wilder reaches of the Yemen he narrowly escaped being kidnapped by Islamist fugitives. In Africa he was shot at, ambushed and arrested. Amongst crossing paths with a motley crowd of mystics, holy men, charlatans and politicians, he encountered a strange tribe in the mysterious lands of the Limpopo River who claimed that they knew the Ark's final resting place. When Parfitt finally set eyes on the Ark, it wasn't at all where he expected. His revelation of its whereabouts will cause an international story with an effect on Judaism, Islam and Christianity that may be the most controversial in history.

Bursting with Juicy motivation, Juice Yourself Slim contains over 50 fantastic soups, juices, salads and smoothie recipes PLUS the Life Long Rules for Success that will help you maintain your health and- the big one- keep you slim for life. Let the Juice Master help you discover delicious and simple recipes containing the ultimate super fuel for a super body and mind! Includes: The 5 Day Launch Programme Did you know a space shuttle needs 90% of its energy to launch but only 10% to keep it in flight? Jason shows how the same principle can be applied to permanent weight loss through his launch pad to a life long programme. Kick start your system and give your energy levels a super boost by following his juice, soup and smoothie plan for 5 days Juice Yourself Slim Having successfully completed the Launch programme, it's now time to take things to new juicy heights with The Life Long Rules for Success, and with Jason's motivational tips and unique juicing programme it's the perfect recipe for a permanently slim, trim and healthy mind and body. Juice Yourself Slim also contains: 10 'Souper' Slimming Fuel recipes 15 Super Juice recipes 15 Super Smoothie recipes 10 Super Slimming Salad recipes And Super Fuel on the Go- a fantastic section packed with ideas for energy boosting healthy snacks.

A funny, wise and heartwarming story of a young man’s first forays into love during a long, hot summer in New York City. Henry likes to think of himself as a promising jazz musician. The truth, however, is considerably less glamorous. At eighteen, he’s dropped out of university, lives at home with his bickering parents, and spends most of his time with the family dog. So when his brother offers to put him up in his New York City apartment for the summer, Henry leaps at the chance to start living the life of his dreams… In the Big Apple, Henry lands a job at the Central Park Children’s Zoo. Over weeks spent chopping vegetables and shovelling dung, his world gradually expands to include a motley crew of zoo keepers, doormen and animals of every de*ion. Amongst these, the undisputed star is Newman, the zoo’s stoic Nubian goat, in whom Henry confides his growing love for Margaret, the alluringly wholesome girl next door. As the months unfold in a haze of jazz bars, ill-advised romance and hard truths about family, Henry learns what what it is to love – and to lose – in this hilarious, inventive and touching debut novel.

From the author of the ever-popular Flashman novels, a collection of film-world reminiscences and trenchant thoughts on Cool Britannia, New Labour and other abominations. In between writing Flashman novels, George MacDonald Fraser spent thirty years as an "incurably star struck" screenwriter, working with the likes of Steve McQueen, Arnold Schwarzenegger, Cubby Broccoli, Burt Lancaster, Federico Fellini and Oliver Reed. Now he shares his recollections of those encounters, providing a fascinating glimpse behind the scenes. Far from starry-eyed where Tony Blair & Co are concerned, he looks back also to the Britain of his youth and castigates those responsible for its decline to "a Third World country … misruled by a typical Third World government, corrupt, incompetent and undemocratic". Controversial, witty and revealing – or "curmudgeonly", "reactionary", "undiluted spleen", according to the critics – The Light's on at Signpost has struck a chord with a great section of the public. Perhaps, as one reader suggests, it should be "hidden beneath the floorboards, before the Politically-Correct Thought Police come hammering at the door, demanding to confiscate any copies".