This book is your guide to exploring the possibilities in the field of deep learning, making use of Google's TensorFlow. You will learn about convolutional neural networks, and logistic regression while training models for deep learning to gain key insights into your data. About This Book ? Explore various possibilities with deep learning and gain amazing insights from data using Google’s brainchild-- TensorFlow ? Want to learn what more can be done with deep learning? Explore various neural networks with the help of this comprehensive guide ? Rich in concepts, advanced guide on deep learning that will give you background to innovate in your environment Who This Book Is For If you are a data scientist who performs machine learning on a regular basis, are familiar with deep neural networks, and now want to gain expertise in working with convoluted neural networks, then this book is for you. Some familiarity with C++ or Python is assumed. What You Will Learn ? Set up your computing environment and install TensorFlow ? Build simple TensorFlow graphs for everyday computations ? Apply logistic regression for classification with TensorFlow ? Design and train a multilayer neural network with TensorFlow ? Intuitively understand convolutional neural networks for image recognition ? Bootstrap a neural network from simple to more accurate models ? See how to use TensorFlow with other types of networks ? Program networks with SciKit-Flow, a high-level interface to TensorFlow In Detail Dan Van Boxel’s Deep Learning with TensorFlow is based on Dan’s best-selling TensorFlow video course. With deep learning going mainstream, making sense of data and getting accurate results using deep networks is possible. Dan Van Boxel will be your guide to exploring the possibilities with deep learning; he will enable you to understand data like never before. With the efficiency and simplicity of TensorFlow, you will be able to process your data and gain insights that will change how you look at data. With Dan’s guidance, you will dig deeper into the hidden layers of abstraction using raw data. Dan then shows you various complex algorithms for deep learning and various examples that use these deep neural networks. You will also learn how to train your machine to craft new features to make sense of deeper layers of data. In this book, Dan shares his knowledge across topics such as logistic regression, convolutional neural networks, recurrent neural networks, training deep networks, and high level interfaces. With the help of novel practical examples, you will become an ace at advanced multilayer networks, image recognition, and beyond. Style and Approach This book is your go-to guide to becoming a deep learning expert in your organization. Dan helps you evaluate common and not-so-common deep neural networks with the help of insightful examples that you can relate to, and show how they can be exploited in the real world with complex raw data.

RUNAWAY BRIDE A teary-eyed bride in a long, white getup and veil was on Luke O'Dell's property–with no husband in sight. Uh-oh! Runaway bride on her honeymoon alone at his Lazy O Dude Ranch! Luke knew too well what happened when he comforted a sobbing woman, and no way was sweet Josie Randall getting anywhere near his strong shoulders…. Josie's two-timing groom-not-to be had done her a huge favor. She'd never even imagined she could love a man so much, until she'd looked into Luke's dark brown eyes and saw forever. But how was a woman to convince six feet, two inches of nonmarrying man that she was the woman he didn't even know he was waiting for?

SWEET TEMPTATIONS With his arrogant, devil-may-care attitude, Kael Carmody was for women what honey was to a bee–a sweet necessity. But he was after only one woman, the one he hurt years ago. Kael wanted to win Daisy back, but he had to melt her defenses, like honeycombs in the sun…. With Kael Carmody back in town, Daisy Hightower was having a hard time continuing her life as usual, tending her bee farm and raising her seven-year-old son. The rugged rodeo cowboy who once broke her heart was a man she couldn't ignore. And her son saw Kael as an instant daddy–one he never knew he had!

Second Chance At Love Amish widow Hannah Yoder never intended to marry again. Yet when her friendship with veterinarian Albert Hartman begins to bloom into something more, Hannah wonders if perhaps she's finally ready for a new love. Albert waited his whole life to find the right woman, only to realize Hannah was there all along. But there's more than their friendship to consider. Albert is a Mennonite, born-and-bred, and Hannah cannot–will not–leave her Amish faith, not even for him. Does Albert have the courage to give up his modern life for Hannah…and will Hannah have the courage to let him? Hannah's Daughters: Seeking love, family and faith in Amish country

Interventionism Under Fire With Europe in economic turmoil, a small fascist group led by a powerful German industrialist plans to bring the continent under one leader. But first they must weaken the U.S. so it can't interfere. The idea is simple…. Except conspiracists don't count on Mack Bolan. In Bolan's search for a missing federal agent, he finds himself in a bloody firefight at the heavily guarded estate of an international arms dealer. As the bodies pile up around him, though, intel begins to paint a picture much bigger than one missing American. It's a picture with devastating global repercussions–and the U.S. is about to take the first, calculated hit. Bolan must chase a burning fuse across Europe and America to prevent this promised fascist takeover.

Rescuer Turned Husband? Plucky Ivy Feagan is headed to Turnabout, Texas, to claim an inheritance, not a widower's heart. That all changes when strapping schoolteacher Mitch Parker rescues her in the wilderness. Straightlaced Mitch has never met a woman like Ivy–beautiful, adventurous and good-hearted–but he already lost love once and doesn't dare try again. When Turnabout's gossips target Mitch and Ivy's friendship, he proposes to save her reputation. But Ivy doesn't want to marry for honor, and she doesn't need to marry for money. Ivy will only agree to a proposal made for love's sake–but will Mitch make his heart part of the marriage offer? Texas Grooms: In search of their brides…

Western Kansas, 1866 Steady, wealthy and oh-so-safe–that's the kind of husband Bess Trundale wants. Someone like the local banker's son. Someone unlike Sheriff Kirk Landers. The lawman's confident swagger gets right under her skin…and into her fantasies. And though she's tried to ignore the chemistry surging between them, one night is about to change everything. Kirk isn't planning on being anyone's husband ever again. But months of living under the same boardinghouse roof as quick-witted, feisty Bess have stirred desires he can't ignore. Together they could put their pasts to rest and claim a bold, passionate future–if he can tempt her to break all the rules with him….

Prom night is finally here. Three girls will find that the biggest night of high school can also be the most surprising…. Haute Date by Dona Sarkar Ashmita Montague has fallen for the perfect prom dress–but it's way over her budget. How can she impress the school's star athlete while wearing her mom's hand-me-down Indian wedding dress? Then she gets creative and decides to revamp the dress with the help of her best friend Sebastian. A sudden unexpected chemistry takes Ash by surprise and makes her wonder if it's time to make some major alterations to her love life, too…. Save the Last Dance by Caridad Ferrer Peyton Chaffee's wealthy parents won't believe she's serious about becoming a chef until she proves herself by working in the kitchen for a prestigious event…on prom night. They disapprove of her culinary ambitions and her boyfriend, Eddie. Is she ready to sacrifice one unforgettable night for a chance that could change her entire future? Prom and Circumstance by Deidre Berry Everyone knows that popular, pampered Aubrey Garrett is a shoo-in for prom queen. So, self-professed nerd Deanna Parker takes her own nomination as a joke. But with the entire school dividing into Team Aubrey or Team Deanna, competition is getting fierce fast, and there's more at stake for each girl than just a glittering crown.

Sawyer Ryland would know her anywhere: the beautiful blonde who briefly shared his bed only to deceive him in the end. He vowed never to trust her again, but Cassidy O’Neal is on the run from kidnappers…with a newborn in her arms who could belong to Sawyer!

Fate has reunited them…but for how long? Life took a detour when Delainey Talbot became a mother. There's no better job but that doesn't mean she isn't excited about finally becoming a lawyer–a dream she's this close to fulfilling. So when the partnership at Bailey's Cove's only law firm goes to Hunter Morrison, she's devastated. Hunter and Deelee haven't seen each other since their ill-fated romance ended suddenly–he doesn't even know about six-year-old Brianna! Deelee wants him out of her town and her job. Too bad her heart says this could be their chance at the life they were meant to have.

Paging Dr Love! Cardiologist Quinn MacDowell has no time for affairs of the heart--especially those not related to his job. But when a black tie affair throws him together with bubbly Diana Connor, she gets underneath his white coat like no woman has before. Quinn is determined not to let this chance at happiness dance out of his reach. Opposites may attract, but Diana doesn't believe they make permanent matches. If the hunky doctor with the icy fa?ade knew how much baggage she actually came with, he'd run the other direction. When her plan to keep things cool gets blown away by a Texas storm, these polar opposites must decide if the heat between them will burn for a summer, or forever.

Returning home to Blossom Valley was the last thing millionaire David Blaze wanted to do, but his family must come first. And seeing widow Kayla Jaffrey, as beautiful as ever, caused David to wonder if maybe they were being given a chance to rewrite history…this time together…

Greek venture capitalist Andreas Sarantos let Naomi Sinclair get away once. But adopting his best friend’s baby gives him the leverage he needs to bring his unwilling ex-wife back to his bed. Will having the only woman he’s ever wanted erase the scars of his dark past? Or will he risk driving Naomi away again?

"You and the boy are coming with me." Navy SEAL Kenneth Nash has one objective–protect the son he's never known. If that means dragging along his former sister-in-law Mallory Ward, then so be it. But while hiding out in a rustic cabin in the Rockies, Nash faces an unexpected problem. Suddenly he's feeling things for Mallory that he has no right to feel. Regardless of how this turns out, he could never be the family man that his son and Mallory deserve. Yet as danger approaches, Nash and Mallory's attraction persists–and it could jeopardize the entire mission.

"Sum of Two Wholes TOTAL SIYAPAA" Aasha Singh, fiery and confident, can't wait to get her hands dirty with hard news, and uncover scandals and controversies. A Punjabi desi in London, from India. Aman Ali, smart-aleck and suave, a promising musician, has left the security of a career in finance to follow his passion in music. A different kind of a Punjabi desi in London, from Pakistan. When Aasha meets Aman during her last assignment at the South Asian Hour before moving onto the news beat, they start off at loggerheads. Then fate and friends nudge them together. Their sassy banter blossoms into a delicious romance. But will reality manage to keep them together? From Edinburgh to London and onwards to Udaipur, friendship, love, family and geographical boundaries make their journey a mix of emotions and delight. Sum of Two Wholes – Total Siyapaa is an extension of the screenplay of the Hindi film, Total Siyapaa, Written by Neeraj Pandey, Directed by Eshvar Niwas.

IN THIS POIGNANT AND BREATHTAKING DEBUT, ONE MAN SEARCHES FOR MEANING IN THE WAKE OF INCOMPARABLE TRAGEDY… Karom Seth should have been in the Twin Towers on the morning of 9/11, and on the Indian shores in 2004, when the tsunami swept his entire family into the ocean. Whether it's a curse or a blessing, Karom can't be sure, but his absence from these disasters has left him with crushing guilt–and a belief that fate has singled him out for invincibility. Karom's affliction consumes everyone around him, from his best friend, Lloyd, to his girlfriend, Gita, who hopes that a trip to India will help him find peace. It is in Delhi that he meets Gita's grandmother, Kamini–a quirky but wise woman with secrets of her own. At first Karom dismisses Kamini, but little does he realize that she will ultimately lead him to the clarity he's been looking for. Spanning the globe from New York to India, Where Earth Meets Water is a stunning portrait of a quest for human understanding, and a wise exploration of grief, survival and love in all its forms.

A family near breaking point hire a nanny with secrets of her own in this gripping novel from an exciting new talent. On the surface, Ruth and Christian seem like an ordinary working couple with two kids – and a home in chaos. As the cracks in their marriage widen, they decide to get their very own super-nanny, Aggie. Quietly efficient, she brings calm and order, and the children adore her. But why is Aggie so eager to gain their trust? Is there something sinister about her efforts to create the perfect family? And what is she really doing in their home? ‘Everything and Nothing’ builds to a mesmerising climax in a story that is, at its heart, about thwarted and damaged love.

An engrossing novel about political and personal life in Central America, from the award-winning author of The Year of Magical Thinking. Set in the ruined Central American nation of Boca Grande, A Book of Common Prayer is the story of two American women and their conflicting experiences of wealth, politics and personal history. We follow the intriguing life of Grace Strasser-Mendana – an American expatriate and member of one of Boca Grande’s most influential families – alongside the story of Charlotte Douglas, whose daughter Medin has run off with a group of Marxist radicals. What follows is an exploration of the women’s ability to make sense of the behaviour that surrounds them, as their worlds are made hazy by the atmosphere of evil and innocence that envelops their strained and entangled lives.

A wonderful collection of Cecelia’s short stories As the smell of pinecones and cinnamon fill the air and the plump turkey roasts in the oven, the final preparations for Christmas day have begun just as they do every year. The tree lights are twinkling and the mince pies are cooked and there is just one final tradition to carry out before the Christmas magic can begin. This year though, something is different and it's time for life-long traditions to change. For years the family has followed the same pattern, not changing their routine through the generations; babies have grown into teens and then adults, and then eventually have had children of their own, but one thing always remained constant throughout… Time has finally caught up with the family and this year the new traditions must be formed.

For all fans of TINKER TAILOR SOLDIER SPY comes this masterclass in suspense about a spy caught up in his own web of deception… Alec Milius is young, smart and ambitious – with a talent for deception. When a chance encounter opens the door to a career with MI6, he is desperate to make his mark. But life as a spy begins to take a terrible toll on himself and those around him, and soon Alec is chasing not just success but survival. Forced to work alone, he spins a web of deceit that traps him centre stage in a game of global espionage. In this new job, the difference between truth and a lie can be a matter of life and death. And for Alec, it’s getting harder to tell them apart… A Spy By Nature is the bestselling novel with which Charles Cumming announced his arrival as heir apparent to masters like John le Carré and Len Deighton; compellingly told, utterly authentic and heart-racingly intense, it will grip you till the very last page.

A secret history of scent, memory and desire from the Sunday Times bestselling author of ELEGANCE and THE DEBUTANTE. One letter will turn newly-married Grace Munroe’s life upside down: ‘Our firm is handling the estate of the deceased Mrs Eva D’Orsey and it is our duty to inform you that you are named as the chief beneficiary in her will. We request your presence at our offices at your earliest convenience, so that we may go through the details of your inheritance.’ There is only one problem. Grace has never heard of Eva D’Orsey. So begins a journey which leads Grace through the streets of Paris and into the seductive world of perfumers and their muses. An abandoned perfume shop on the Left Bank will lead her to unravel the heartbreaking story of her mysterious benefactor, an extraordinary woman who bewitched high society in 1920s New York and Paris.