Get command of your organizational Big Data using the power of data science and analytics About This Book ? A perfect companion to boost your Big Data storing, processing, analyzing skills to help you take informed business decisions ? Work with the best tools such as Apache Hadoop, R, Python, and Spark for NoSQL platforms to perform massive online analyses ? Get expert tips on statistical inference, machine learning, mathematical modeling, and data visualization for Big Data Who This Book Is For The book is intended for existing and aspiring Big Data professionals who wish to become the go-to person in their organization when it comes to Big Data architecture, analytics, and governance. While no prior knowledge of Big Data or related technologies is assumed, it will be helpful to have some programming experience. What You Will Learn ? Get a 360-degree view into the world of Big Data, data science and machine learning ? Broad range of technical and business Big Data analytics topics that caters to the interests of the technical experts as well as corporate IT executives ? Get hands-on experience with industry-standard Big Data and machine learning tools such as Hadoop, Spark, MongoDB, KDB+ and R ? Create production-grade machine learning BI Dashboards using R and R Shiny with step-by-step instructions ? Learn how to combine open-source Big Data, machine learning and BI Tools to create low-cost business analytics applications ? Understand corporate strategies for successful Big Data and data science projects ? Go beyond general-purpose analytics to develop cutting-edge Big Data applications using emerging technologies In Detail Big Data analytics relates to the strategies used by organizations to collect, organize and analyze large amounts of data to uncover valuable business insights that otherwise cannot be analyzed through traditional systems. Crafting an enterprise-scale cost-efficient Big Data and machine learning solution to uncover insights and value from your organization's data is a challenge. Today, with hundreds of new Big Data systems, machine learning packages and BI Tools, selecting the right combination of technologies is an even greater challenge. This book will help you do that. With the help of this guide, you will be able to bridge the gap between the theoretical world of technology with the practical ground reality of building corporate Big Data and data science platforms. You will get hands-on exposure to Hadoop and Spark, build machine learning dashboards using R and R Shiny, create web-based apps using NoSQL databases such as MongoDB and even learn how to write R code for neural networks. By the end of the book, you will have a very clear and concrete understanding of what Big Data analytics means, how it drives revenues for organizations, and how you can develop your own Big Data analytics solution using different tools and methods articulated in this book. Style and approach This book equips you with a knowledge of various NoSQL tools, R, Python programming, cloud platforms, and techniques so you can use them to store, analyze, and deliver meaningful insights from your data.

LONELY MEN IN HARD LUCK, ALASKA, LOOKING FOR WOMEN. OUR TOWN MIGHT BE COLD, BUT OUR HEARTS ARE WARM! Location: north of the Arctic Circle. Population: 150 (mostly men!) But the three O'Halloran brothers, who run a bush-plane charter service called Midnight Sons, are heading a campaign to bring women to town. Falling for Him Christian, the youngest O'Halloran brother, has a problem, and her name is Mariah Douglas. The Midnight Sons secretary is always losing his messages, misplacing his files and generally creating chaos. Despite that, he can't get her out of his mind… Ending in Marriage The clashes between pilot Duke Porter and Seattle attorney Tracy Santiago are legendary. Duke's a tough, rugged individualist who delights in expressing outrageous opinions, particularly when Tracy's around. But she gives as good as she gets…and not just when they're arguing! Includes a special extra novella! Midnight Sons and Daughters Scott O'Halloran and Chrissie Harris are all grown up now. After years away from Alaska, Scott's back in town, and everybody's wondering if he's here to stay. Especially Chrissie, the girl he left behind…

Fall for these two beloved stories about life, love and second chances. Love by Degree by Debbie Macomber When Ellen Cunningham decides to go back to school as a mature student, she knows that money is going to be tight. She also knows she's lucky to find inexpensive lodging in a house near the campus, but she didn't count on having to live with three college-aged boys–or deal with the bad-tempered landlord, Reed Morgan. Reed has no patience for college-boy antics, but the chemistry between him and Ellen might warm him up to his new tenants… The Rain Sparrow by Linda Goodnight Renowned yet private, thriller writer Hayden Winters lives a life colored by lies. As he is deeply ashamed of his past, his hunger for an honest relationship and dreams of starting a family remain unsatisfied, and he can trust no one with his secrets—until he meets Carrie Riley. When they discover a vulnerable young boy hiding at the inn where Hayden is staying, the two are compelled to help him, and soon they're drawn into a centuries-old mystery that will either bring them closer together—or tear them apart.

New York Times bestselling author Carla Neggers delivers an irresistible story about love, family and finding a place to call home.. Marine archaeologist Charlotte Bennett is no stranger to risk, but her dives into sunken wreckage are always meticulously planned. However, being the maid of honor in her cousin Samantha's English wedding gives her a new perspective on her life as a nomad who's given up on romance altogether. Though an encounter with roguish wedding guest Greg Rawlings leaves her unsettled, the other people she meets make a trip to the tranquil town of Knights Bridge, Massachusetts, enticing. Acting on impulse, Charlotte offers to house-sit at Red Clover Inn while Sam and Justin Sloan are away on their honeymoon. The quaint inn isn't open to the public yet and Charlotte will have quiet time to plan her next project. It might also give her a chance to see how her cousin found love and a sense of family. But the peace is immediately disrupted when Greg shows up at the inn. The Diplomatic Security Service agent lives a dangerous life, and he, too, wants to clear his head before his next assignment. Juggling work, raising his two teenage children and nursing a wounded heart has left him jaded, and the last thing he expects is to find himself falling for the willful Charlotte. As the attraction between them flares, Charlotte realizes she might be in too deep. And each of them must decide if they can put love first before it's too late.

In peaceful Pennsylvania Dutch country, a young mother discovers a shocking danger—and an unexpected ally A whisper of a threat looms over widow Deidre Morris. She and her young son have unwittingly become prisoners of her intimidating father-in-law’s power. One wrong step could find her son torn from her and in the hands of the influential judge. But when Deidre collides with an intriguing stranger, the prospect of a new friendship gives her renewed hope…until a devastating murder rocks the quiet community of Echo Falls and Deidre learns first impressions can’t be trusted. Attorney Jase Glassman’s assignment is straightforward: befriend Deidre, gather incriminating evidence…and allow her dogged father-in-law to take custody of her child. Anything else, including losing himself in her honest charm, will compromise the job he was hired to do. Yet when a murderer ushers danger into the town, Jase’s only instinct is to protect Deidre and her son—no matter the sacrifice.

Sometimes fate brings you together…only to tear you apart Growing up in the foster system, Quinn O'Meara made a point of never getting involved. But when she discovers a crying baby amid a fiery crime scene, she knows she has no choice. Suddenly in way over her head, Quinn turns to the police, unintentionally positioning herself in the crosshairs of a deadly human-trafficking ring. The last time homicide detective Nick Saldano saw Quinn, she was still the young girl he'd shared a foster home with. The girl who'd loved and cared for him when no one else had. Now here she was, gorgeously all grown-up—and in terrible danger. Unwilling to lose her again, Nick insists on keeping Quinn close, especially when the bond they once shared heatedly slides into desire. Quinn finally has someone worth holding on to, but what kind of future can they have when she might not live to see tomorrow?

Domestic noir at its best. Readers will devour this stunningpage-turner about the disintegration of a marriage as grief, jealousy,betrayal and murder destroy the facade of the perfect literary couple. New York Times bestselling author J.T. Ellison takes her exceptional writing to a new level with this breakout novel. They built a life on lies Sutton and Ethan Montclair's idyllic life is not as it appears. They seem made for each other, but the truth is ugly. Consumed by professional andpersonal betrayals and financial woes, the two both love and hate eachother. As tensions mount, Sutton disappears, leaving behind a notesaying not to look for her. Ethan finds himself the target ofvicious gossip as friends, family and the media speculate on what really happened to Sutton Montclair. As the police investigate, the lies thecouple have been spinning for years quickly unravel. Is Ethan a killer?Is he being set up? Did Sutton hate him enough to kill the child shenever wanted and then herself? The path to the answers is full of twists that will leave the reader breathless.

Michelle Sagara writes as Michelle Sagara, Michelle West, and has been published as Michelle Sagara West. She lives in Toronto with her family and Way Too Many Books. She does read ebooks, but started reading when ebooks didn’t exist, and can’t quite bear to part with the physical books, which she has been known to weep over, throw, or clutch tightly like a gleeful, maniacal fiend. When she was six, she believed that every book in existence was written and drawn by hand, and she was very, very frustrated that her attempts to write a book never looked as perfect as the books she loved, no matter how much she practiced writing the letters. Oddly enough, as a writer she has learned that it is impossible to write the perfect book, but she keeps trying.

This bad-boy cowboy doesn’t know what to do with a good girl—but after one night together, he sure isn’t ready to let go… Commiserating over a mutual friend leaving town, best pals since childhood Ryder Crowley and Allie Devlin wind up drowning their sorrows in booze—and each other. For Allie, Wrangler’s Creek’s resident good girl, it’s a secret fantasy come true. She’s been aiming to finally change her straitlaced reputation and knows a night with Ryder will do the trick. She just didn't count on wanting so much more… Bad-boy ranch hand Ryder is no stranger to one-night stands, but this is different. This is Allie. She’s not the kind of girl you love and leave, and that’s all he knows. But when Allie tempts him with a naughty, no-strings-attached weekend, Ryder can’t resist, soon realizing Allie might have his heart more tied up than he ever thought possible.

New York Times bestselling author Diana Palmer delivers an intergalactic tale of impossible love…and betrayal The first time Mekashe, Captain of the Imperial Guard, meets blue-eyed human beauty Jasmine Donally, the two nearly come to blows. Forever devoted to the Cehn-Tahr, Mekashe is forced to sever ties with the object of his adoration. Years pass before their paths cross again, but Mekashe hasn’t forgotten what transpired—or the way she makes his heart race. But even if he can forgive the past, insurmountable barriers still threaten to keep them worlds apart. With their mutual attraction escalating quickly, they’ll have to find a way to bridge the gap—or be lost to each other forever.

A classic World War II novel from the bestselling thriller writer Derek Lambert. For the beleaguered German and Russian armies there is no war beyond the carnage in the city’s grim skeleton, and the terrible winter at their heels. Desperate men need heroes to boost their morale: orders come from the very top for a duel between champion snipers Antonov the Russian, and Meister the German – a contest each must win. For the two marksmen there is now no war but the race to pin the other in their sights. And no other companion, either, than the stranger whose mind each must read. Dead heroes or living legends? Only time will tell. ‘The book is perfect. The horror of war is captured by the spare prose; the tension mounts, and the inevitable confrontation is uplifting in its outcome’ Daily Telegraph ‘Told me more than all the military historians ever could about the greatest battle of World War Two’ Daily Mail ‘Tense and gripping … a most effective chiller’ British Book News ‘One is reminded of Joseph Conrad’s Heart of Darkness … For those who like to be in the thick of it, this book is a must’ Surrey and South Middlesex Times ‘A good war story’ Kirkus Reviews ‘A unique tour de force … poignant, cogent, a strong novel, suspenseful and fascinating, a novel not easily forgotten’ Florida Sun News

The third instalment in the Shadow of the Storm series Jeniche and Alltud have been on an adventure for nearly three years. Now, the time has come for them to go home. But as they leave their hostel in the dead of the night, these plans are thwarted. The Qasireu of Alboran awaits the two travellers with a quest: they must move an item of great value, whose identity is to remain unknown. Carrying this item across the dusty moutains, they make a chance encounter: a woman from her past, who seems to know a great deal about the amulet around Jeniche’s neck and the power it possesses. Yet, the amulet isn’t the only secret the travellers carry with them. For little do they know, the item they are moving could pose a threat to the entire world.

The hilarious and touching novel from Laurie Graham – the fictional diary of the Queen’s best friend in pre-war London. Laurie Graham's brilliant novel is the fictional diary of Maybell Brumby, a wealthy American widow who arrives in London in 1932 and discovers that an old school friend is in town: Bessie Wallis Warfield, now Mrs Ernest Simpson. Maybell and Wally are made for one another. One has money and a foothold in high society, courtesy of a sister who married well. The other has ruthless ambition and enough energy to power the National Grid. Before the year is out, Wally has begun her seduction of the Prince of Wales, and as she clambers towards the throne she makes sure Maybell and her cheque book are always close at hand. So Maybell becomes an eye-witness to the Abdication Crisis. From her perch in Carlton Gardens, home of her influential brother-in-law Lord Melhuish, she has the perfect vantage point for observing the anxious, changing allegiances for and against Queen Wally, and the political contours of pre-war London. When the crisis comes and Wally flees to the south of France, she insists on Maybell going with her. 'Are you sure that's advisable, darling?' asks the King. 'Of course it is,' snaps Wally. 'She's the Paymaster General.' Maybell's diary records the marriage, the Windsors' exile, and the changing complexion of the Greatest Love Story. It takes the sound of German jackboots at the gate and personal tragedy to make her close its pages for the last time.

Lydia Ackland was nearly blind when she fell downstairs and was killed. Her grandchildren have always accepted the official verdict – accident. Besides, they have their own problems: beautiful Kate is ending a love-affair; her brother Daniel is painfully crippled. But then that letter comes to light. Only days before her death, somebody wrote and warned their grandmother that she was ‘opening a disastrous Pandora’s Box’ and should ‘let sleeping, and perhaps dangerous, dogs lie’. The letter goads Kate and Daniel into asking lots of questions. First, who wrote it? And why does the answer, once discovered, point to their arrogant Uncle Mark, who, with his ambitious wife Helen, has inherited Longwater, the vast family estate, and the vast fortune that goes with it. Why were Mark and Helen banished from England in their youth and what are the secrets behind their long European exile? Kate follows their footsteps through Italy and Corsica, while Daniel continues to ask questions in England. Within days, both their lives have been threatened, confirming their suspicions that all is not a it seems – and perhaps never has been…

At the age of only 36, Sir Mark Sykes was signatory to the Sykes-Picot agreement, one of the most reviled treaties of modern times. A century later, Christopher Sykes’ lively biography of his grandfather reassesses his life and work, and the political instability and violence in the Middle East attributed to it. The Sykes–Picot agreement was drawn by the eponymous British and French diplomats in 1916 to determine the divide of the collapsing empire in the event of an allied victory in World War I. Excluding Arab involvement, it negated their earlier guarantee of independence made by the British – and controversy has raged around it ever since. But who was Mark Sykes? A century on, Christopher Simon Sykes reveals new facets of a misremembered diplomatic giant. Using previously undisclosed family letters and cartoons by his grandfather, he delivers a comprehensive and humbling account of the man behind one of the most impactful policies in the Middle East.

Compiled by a team of scientists,and edited by Jill Bailey in consultation with Sir John Burnett, Chairman of the Trustees,National Biodiversity Network and Dr Andrew Lack,Senior Lecturer in Environmental Biology,Oxford Brookes University

Cats are now the most popular pets, and it is not surprising that they have overtaken dogs in the popularity stakes. They are small, relatively silent, economical to keep, exercise themselves, easy to feed, and are ideal companions for a wide range of people, from the elderly to those who are out at work all day.Whether you want an ordinary moggie or an expensive pedigree cat, the principles of ownership and looking after them are the same. As an increasing number of owners live in big cities and small, high-rise apartment blocks, house cats are becoming more widespread. Although they may not be allowed outside like their free-roaming, predatory cousins, they share a common ancestry and owning a cat of any description is like having a relatively wild creature living with you in your home. Domestication is anathema to many cats who prefer to think that they are independent animals, under the control of nobody but themselves.

Stella Smyth and co-author Sally Bergh-Roose have been training dogs since 1978 and have been involved in competition work with a variety of dogs. Together they have been running a successful dog training course for many years.

Danger is never far off… When forensic psychologist Claire Britten started working with lawyer Nick Markwood on his South Shores project, she had no idea it would endanger her life—and the life of her daughter. But when the little girl goes missing from her South Florida home and Nick insists his long time nemesis is to blame, Claire frantically follows the trail to the Cayman Islands, desperate to save her daughter before it's too late. Nick always knew the man who staged his father's "suicide" was out to get him, but kidnapping the child of someone he cares about is despicable. Finding the billionaire criminal is one thing—meeting his demands in order to save Claire's daughter is quite another. What he wants threatens their professional and personal interests beyond imagination…but what choice do they have when a child's life is on the line?

Seventeen-year-old Violet has always been expected to sit back and let the boys do all the saving. It's the code her father, a member of the Reign of Terror motorcycle club, raised her to live by. Yet when her dad is killed carrying out Terror business, Violet knows it's up to her to do the saving. To protect herself, and her vulnerable younger brother, she needs to cut all ties with the club—including Chevy, the boy she's known and loved her whole life. But when a rival club comes after Violet, exposing old secrets and making new threats, she's forced to question what she thought she knew about her father, the Reign of Terror and what she thinks she wants. Which means re-evaluating everything: love, family, friends…and forgiveness. Caught in the cross hairs between loyalty and freedom, Violet must decide whether old friends can be trusted—and if she's strong enough to be the one person to save them all.

I dangle my legs over the edge of the cliff, tapping my heels against the smooth dirt that crumbles down the side of the continent. I don't fear falling. The world below looks unreal and distant, like it's only been painted on. Falling is something I can't even imagine. As heir to a kingdom of floating continents, Kali has spent her life bound by limits: by her duties as a member of the royal family, by a forced betrothal to the son of a nobleman and by the edge of the only world she's ever known – a small island hovering above a monster-ridden earth, long since uninhabited by humans. When Kali falls off the edge of her kingdom and miraculously survives, she is shocked to discover there are still humans on the earth. Determined to get home, Kali entrusts a rugged monster-hunter named Griffin to guide her across a world overrun by chimera, storm dragons, basilisks and other terrifying creatures. But the more time she spends on earth, the more dark truths she begins to uncover about her home in the sky, and the more resolute she is to start living for herself.