Prepare to be SCANDALISED with international multi-million-copy selling Penny Jordan. For over five decades, Amber Fulshawe has been at the helm of Denham Silk, the Macclesfield mill that she inherited from her Grandmother. With many tumultuous years behind them, Amber and her beloved husband Jay, are looking to the legacy that their own grandchildren will inherit. But long-buried secrets and hidden desires have always lain at the heart of the family as this generation are finding out. Ambitious Robert is ready to assume his title and is about to marry his adoring cousin Olivia. But a dark passion threatens to destroy everything he holds dear. Naive beauty Kate is about to learn that love can be twisted and cruel. Damaged Nick blames his failing marriage on his domineering Father-in-law, but is something else at the heart of his woes? Domineering Cassandra's influence is waning, but she has one last nasty surprise… On the eve of her 80th birthday, will Amber be able to guide her family and Denham Silk towards a safe future?

One for all and all for one… As children, Sarah, Dorrie, Beth and Caz were inseparable and vowed to one day be each others bridesmaids. But life got complicated. Now they have one last chance to fulfil their promise. Dorrie is planning her ultimate Disney wedding to the delicious Darren and is determined to have her friends back together for the Big Day. But Dorrie's fairytale is not all that it seems… Beth is desperate for a baby and is starting to resent her more fertile friends. Is a mistake from her past about to destroy her future? Caz's wild streak has tested her friendships over the years. One by one she has let her friends down, not least when she commits the ultimate betrayal to Susan. Can she change her ways and more to the point, does she really want to? Married to Steve, Sarah is plagued by doubts that she went down the wrong path. Does Sarah have the strength to make a change and will she ever be able to forgive Caz? As Dorrie's big day dawns, all eyes are on whether the ultimate act of friendship will be honoured and obeyed…

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.

This one-stop practical guide will show you how to understand, record and interpret your dreams. To make your progress easier, it comes in a handy two-colour format with expert tips and advice throughout. This is an easy-to-read, comprehensive guide for people looking to interpret and analyse their dreams. It looks at common dreams, and the more bizarre, teaching the dreamer to read between the lines, and control their dreams. The book starts with a history of dreams, looking at the Egyptians, Ancient Greeks and Chinese, among others, and moving on to Freud and Jung. It also looks at what happens when we sleep, why we dream, and what kind of dreams we have. The bulk of the book contains alphabetical list of people, animals, feelings and situations, as well as colours and shapes, that you might experience in your dreams, giving advice on interpreting them in the context of the dream as a whole. There is also a dream diary for the reader to record their dreams and explore possible meanings and links to other dreams, or events in their lives.

Britain's foremost vegetarian cook and bestselling author, Rose Elliot, offers over 1000 simple and delicious recipes in this fully updated and beautifully illustrated edition of her definitive Complete Vegetarian Cookbook. Combining timeless classic dishes with modern recipes, Rose Elliot's New Complete Vegetarian is an essential cookbook for every kitchen - whether vegetarian or not. As well as many mouth-watering main course recipes and imaginative side dishes, this book also includes hundreds of great pasta, pulse and rice dishes; tempting hot and cold desserts; pizza and bread making; and tried-and-tested cakes, biscuits and scrumptious teabreads. Rose's practical and creative approach to cooking has been praised for over 35 years. Her easy-to-follow recipes and warm, unhurried writing encourage readers to try new flavours and attempt new recipes. She offers something for everyone, whether it's a warming French Onion Soup or a filling Root Vegetable and Lentil Pie. In this impressive fully revised edition, Rose includes fantastic new recipes - try Purple Sprouting Broccoli with Lemon Butter Sauce, Wild Mushrooms en Croute or Boozy Banoffee Pie. Whether you're a long-time vegetarian looking for new inspiration or a non-vegetarian who enjoys cooking and eating great food, this book has exciting ideas for all occasions.

From a rising young novelist comes an artful meditation on love and life in contemporary London. When David Pinner introduces his former teacher, the American artist Ruth Marks, to his friend and flatmate James Glover, he unwittingly sets in place a love triangle loaded with tension, guilt and heartbreak. As David plays reluctant witness (and more) to James and Ruth's escalating love affair, he must come to terms with his own blighted emotional life. Set in the London art scene awash with new money and intellectual pretension, in the sleek galleries and posh restaurants of a Britannia resurgent with cultural and economic power, Nick Laird's insightful and drolly satirical novel vividly portrays three people whose world gradually fractures along the fault lines of desire, truth and jealousy. With wit and compassion, Laird explores the very nature of contemporary romance, among damaged souls whose hearts and heads never quite line up long enough for them to achieve true happiness.

Childbirth guru Dr Gowri Motha, who practises with Dr Yehudi Gordon – author of Birth and Beyond – shows women how her revolutionary method helps women carry the baby to full term, have less intervention in the birth; feel less pain in labour, and feel happy and in control. ? The Gentle Birth method is a concise pregnancy programme combining diverse therapies such as ‘creative healing’ massage, a simple diet, self-hypnosis, reflexology and affirmation techniques ? The method was created by Dr Gowri Motha as an alternative to conventional obstetric practise, when she became alarmed at the increasing number of women needing intervention during their births. It teaches expectant mothers how to train their bodies and minds in order to reduce or prevent complications during pregnancy and labour. ? This book outlines the Method, with a month-by-month programme explaining how to rebalance the body and tailor it to the optimum condition for the birthing process. It includes guides to treating problems such as: – back pain – nausea – heartburn – fluid retention – stretch marks ? The programme offers women a formal framework in which to prepare their bodies and so avoid facing a labour that is unnecessarily long, arduous and traumatic, with significantly lower uptakes of pain relief.

An exhilarating tale of modern espionage and adventure featuring US Navy intelligence officer Alan Craik. During a fleet exercise in India, Alan Craik faces a minefield of explosive events that threaten to tear the country and a US battlegroup apart. A military base is attacked by 'fringe elements'; an Indian submarine mutinies and then shoots down a US Navy aircraft and a group of Indian scientists are killed when they are attacked with Sarin gas. Craik, ignoring the conventional wisdom that the incidents are unrelated, believes that a fanatical group have control of certain elements of both the Indian government and its armed forces. Then the rebels seize part of India's nuclear arsenal. Suddenly, a U.S. carrier battle group joins Pakistan, China, and Saudi Arabia on the target list. The world is faced with the spectacle of a nuclear-capable nation in the hands of a self-destructive religious cult, and it's up to Craik and a team of specialists to re-capture the nukes and prevent massive devastation. But with time running out and the cult leader still at large, are they already too late?

A wonderfully illustrated celebration of the blood, sweat and joy to be had ‘growing your own’ in an allotment – with the in-depth, practical gardening know-how for which Collins is renowned. No longer considered the preserve of old men in sheds, allotment gardening is currently enjoying a renaissance of interest. People of all ages and from all walks of life are digging their own plots in search of the ultimate in fresh, organic produce – and you cannot get more locally-sourced than your own allotment! This book testifies to the vibrancy of allotment culture, aiming both to inspire the next generation of plot-holders and to provide all the practical knowledge needed to turn a patch of soil into a lifelong adventure. Open to all the eco-gardening techniques, and the various weird and wonderful ways people make use of their plots, contents include: ? the history of allotments – from 19th century origins, through wartime ‘Dig for Victory’, to the cosmopolitan communities of today; features photos and interviews with current plot-holders ? planning your perfect allotment – finding it, assessing it, clearing the ground and working out what to grow ? the brown stuff – all you need to know about soil management, the key to growing success ? choosing a gardening method – organic, biodynamic, rotation beds, companion planting, greenhouse, multi-level, potager, cottage garden, and so on… ? the hard stuff – constructing sheds, compost bins, cold frames, fruit cages, ponds, seating and play areas ? selecting crops – what and how to grow, from parsnips and peas to chilli peppers and lemon grass ? cultivation techniques – digging, sowing, feeding, weeding and harvesting, plus troubleshooting pests and diseases ? the allotment calendar – extensive, month-by-month look at what’s in season, jobs for now and looking ahead

Looking for a purchase that combines your horticultural bent with your desire to save money? This brilliantly titled book does exactly what it says on the tin. Time travel back to the forties with this unique facsimile of a genuine archive title.Let horticultural expert E.T. Brown teach you how to get the most out of your garden, and slash your shopping budget at the same time. In this specially restored and reproduced book, you will learn: o How to grow berries and tomatoes o How to prepare an herb bed o The best way to keep birds and mice from your peas, and other enemies of your flower bed o How to utilise bees to get not only honey, but also fine fruit o What to think about when sourcing manure from poultry and rabbits Uniform with this volume:Sew and Save o Food facts for the Kitchen Front o The Archive Collection - because good advice never goes out of date.

The third atmospheric psychological thriller featuring detectives Cardinal and Delorme, from the award-winning author of FORTY WORDS FOR SORROW. Sacrifice for the spirits or brutal murder? Someone in Algonquin Bay is out for blood. A young woman has been shot in the head. She can't remember why anyone wants to hurt her, or even her own name. Then a body turns up – Wombat Guthrie, biker and drug dealer, has taken his last ride. It's unlikely that the two cases are linked, but detectives Cardinal and Delorme keep encountering a name – 'Red Bear'. A Chippewa shaman, Red Bear has recently moved into drugs and has enlisted the help of the spirit world. In return the 'spirits' demand sacrifice – human sacrifice. As the woman regains her memory, Cardinal suspects that she may not be as innocent as she appears. And what of Red Bear? Really a shaman? Or just another dealer with an appetite for murder? The truth must be found before the spirits claim another 'sacrifice'…

The whole of the magnificent Riftwar Cycle by bestselling author Raymond E. Feist, master of magic and adventure, now available in ebook Kaspar, former Duke of Olasko and once absolute ruler of his nation, has been cast into exile. Abandoned in the wilds of a continent on the other side of the world and left with nothing but his wits and determination, he must fight merely to survive. Armed with guile, cunning and an iron will, he starts his odyssey with a single goal: to return to his home and revenge himself upon the man who cast him down, Talwin Hawkins. But fate has other plans for Kaspar, and as he struggles against adversity, he encounters dangers greater than any he had imagined. More is at stake than he realised and Kaspar is but a single player in a far greater game than he imagined, for pitted against the Conclave of Shadows are the agents of the Dark Empire, a looming menace that threatens not only Kaspar's homeland, but the entire world of Midkemia. Exile’s Return is the third and concluding book in the Conclave of Shadows trilogy.

The whole of the magnificent Riftwar Cycle by bestselling author Raymond E. Feist, master of magic and adventure, now available in ebook For four days and nights Kieli has waited upon the remote mountain peak of Shatana Higo, for the gods to grant him his manhood name. Exhausted and despairing, he is woken by the sharp claws of a rare silver hawk piercing his arm, though later he is not sure if it ever happened. Devastation greets Kieli on his return home. His village is being burned, his people slaughtered. Although it means certain death, Kieli throws himself into the battle… and survives. A distant voice echoes in his mind: Rise Up and be a talon for your people… Now he is Talon of the Silver Hawk, and he must avenge the murder of his people, at whatever cost… Talon of the Silver Hawk is the first book in the Conclave of Shadows trilogy. The second book in the trilogy is King of Foxes.

A biography exploring J.R.R. Tolkien’s wartime experiences and their impact on his life and his writing of The Lord of The Rings. “To be caught in youth by 1914 was no less hideous an experience than in 1939 … by 1918 all but one of my close friends were dead.” So J.R.R. Tolkien responded to critics who saw The Lord of the Rings as a reaction to the Second World War. Tolkien and the Great War tells for the first time the full story of how he embarked on the creation of Middle-earth in his youth as the world around him was plunged into catastrophe. This biography reveals the horror and heroism that he experienced as a signals officer in the Battle of the Somme and introduces the circle of friends who spurred his mythology to life. It shows how, after two of these brilliant young men were killed, Tolkien pursued the dream they had all shared by launching his epic of good and evil. John Garth argues that the foundation of tragic experience in the First World War is the key to Middle-earth’s enduring power. Tolkien used his mythic imagination not to escape from reality but to reflect and transform the cataclysm of his generatuion. While his contemporaries surrendered to disillusionment, he kept enchantment alive, reshaping an entire literary tradition into a form that resonates to this day. This is the first substantially new biography of Tolkien since 1977, meticulously researched and distilled from his personal wartime papers and a multitude of other sources.

This book carries on the tradition of the solo village witch emphasizing white rather than black magic. It is a practical manual of instruction for those who choose the solo path of study and particularly stresses the importance of being in tune with nature. As there are approximately 13 moons each year – the book is divided into 13 parts. Each section is aimed at lasting from the new moon to the dark to make the student fully aware of the changing power in the tides of the sea and the tides of the self. The moon-long sections deal with a variety of traditional arts, skills and mental exercises which enables the aspiring witch to discover the inner world of magic inside him/herself. Note that it has not been possible to include the same picture content that appeared in the original print version.

All is not well at Holm Coultram College. All is not well at Holm Coultram College: lecturers having affairs with students, witches’ sabbaths, a body buried under a statue. Detective Superintendent Dalziel, despite his cynical view of academics, doesn’t feel murder fits in here – let alone a rash of killings. But when he and DS Pascoe are sent to investigate a disinterred corpse at Holm Coultram College, that’s exactly what they find…

Another excellent Dalziel and Pascoe story from the master of the British crime novel Three old men die on a stormy November night: one by deliberate violence, one in a road accident and one by an unknown cause. Inspector Pascoe is called in to investigate the first death, but when the dying words of the accident victim suggest that a drunken Superintendent Dalziel had been behind the wheel, the integrity of the entire Mid-Yorkshire constabulary is called into question. Helped by the bright but wayward DC Seymour, hindered by ‘Maggie’s Moron’, the half-witted Constable Hector, Peter Pascoe enters the twilight and vulnerable world of the senior citizen – to discover that the beckoning darkness at the end of the tunnel holds few comforts.

‘Hill is an instinctive and complete novelist who is blessed with a spontaneous storytelling gift’ Frances Fyfield, Mail on Sunday Fifteen years ago they moved everyone out of Dendale. They needed a new reservoir and an old community seemed a cheap price to pay. But four inhabitants of the valley could not be moved, for nobody knew where they were: three little girls who had gone missing, and the prime suspect in their disappearance, Benny Lightfoot. This was Andy Dalziel’s worst case and now he looks set to relive it. Another child goes missing in the next valley, and old fears arise as someone sprays the deadly message on Danby bridge: BENNY’S BACK!

Redcoat is the brilliant story of the common British soldier from 1700 to 1900, based on the letters and diaries of the men who served and the women who followed them. Delving into the history of the period – charting events including Wolfe's victory and death at Quebec, Wellington's Peninsular War, Waterloo, the retreat from Kabul and the Sikh wars – celebrated military historian Richard Holmes provides a comprehensive portrait of a fallible but extraordinarily successful fighting force.

War-time love story set in Abyssinia, Eritrea and the Yemen 1935-1945. Amedeo Guillet is still alive and living in County Meath, Ireland. Khadija is lost. This is the story of Amedeo Guillet – an Italian calvary officer who was sent out to Abyssinia as part of Mussolini’s army to establish and command a troupe of 2,000 Spahis – or Arabic calvary. He met and fell in love with Khadija – a beautiful Ethiopian Muslim. Together they held up the British lorries heaving up the mountain road to Asmara and blew up the important Ponte Aosta. Eventually captured, Amedeo went on the run disguised as an Arab, eventually making it to Yemen, only to be thrown in jail. This is a rare view of the Second World War from an Italian perpective; particularly valuable are the chapters that tell the story of Italian resistance to the Nazis, and their subsequent withdrawal from Italy in 1943. There are few stories more cinemagraphic than this – Fascist Italy, his early years in Ethiopia commanding the Cossack-like Spahis, the brutal Abyssinian war waged by the Duce, Italian and British colonial rivalry; Amedeo led the last ever cavalry charge the British army faced (Eritrea 1941 – they were massacred by tanks and sub-machine guns), defeat and guerrilla warfare against the British; then flight, disguised as an Arab, imprisonment in the Yemen and a great love lost as he leaves his beloved Khadija behind to face her future alone and returns to Italy, to his fiancée and a career as a distinguished Italian diplomat and Arabist. Amedeo is still alive and living in County Meath, Ireland. Sebastian O’Kelly is a journalist for the Mail and Telegraph and has Amedeo’s full co-operation in writing this book. This is a very valuable and absolutely stunning story, beautifully told by O’Kelly.

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