This special digital edition of Rookie Smarts includes 13 videos of leadership expert Liz Wiseman outlining her ground-breaking principles and guiding viewers through exercises that bring fresh perspective, open minds to innovation, and jumpstart a spirit of naive inquiry and constant learning.Is it possible to be at your best even when you are underqualified or doing something for the first timeIs it still possible, even after decades of experience, to recapture the enthusiasm, curiosity, and fearlessness of youth to take on new challengesWith the right mindset with Rookie Smarts you can.In a rapidly changing world, experience can be a curse. Careers stall, innovation stops, and strategies grow stale. Being new, na?ve, and even clueless can be an asset. For today's knowledge workers, constant learning is more valuable than mastery.In this essential guide, leadership expert Liz Wiseman explains how to reclaim and cultivate the curious, flexible, youthful mindset called Rookie Smarts. Wiseman reveals the different modes of the rookie mindset that lead to success: Backpacker: Unencumbered, rookies are more open to new possibilities, ready to explore new terrain, and don't get stuck in yesterday's best practices. Hunter-Gatherer: Rookies seek out experts and return with ideas and resources to address the challenges they face. Firewalker: Lacking situational confidence, rookies take small, calculated steps, moving fast and seeking feedback to stay on track. Pioneer: Keeping things simple and focusing on meeting core needs, rookies improvise and work tirelessly while pushing boundaries. Rookie Smarts addresses the questions every experienced professional faces: Will my knowledge and skills become obsolete and irrelevantWill a young, inexperienced newcomer upend my company or meHow can I keep upThe answer is to stay fresh, keep learning, and know when to think like a rookie.

A brilliant, soulful, and timely portrait of a two-hundred-year-old crabbing community in the middle of the Chesapeake Bay as it faces extinction. A BEST BOOK OF THE YEAR: Washington Post, NPR, Outside, Smithsonian, Bloomberg, Science Friday, Christian Science Monitor, Chicago Review of Books, and Kirkus "BEAUTIFUL, HAUNTING AND TRUE." — Hampton Sides •  “GORGEOUS. A TRULY REMARKABLE BOOK.” — Beth Macy • "GRIPPING. FANTASTIC." — Outside • "CAPTIVATING." — Washington Post • "POWERFUL." — Bill McKibben • "VIVID. HARROWING AND MOVING." — Science • "A MASTERFUL NARRATIVE." — Christian Science Monitor • "THE BEST NONFICTION BOOK OF THE YEAR."  — Stephen L. Carter/BloombergA Washington Post bestseller • An Indie Next List selection • An NPR All Things Considered and Axios "Book Club" pick Tangier Island, Virginia, is a community unique on the American landscape. Mapped by John Smith in 1608, settled during the American Revolution, the tiny sliver of mud is home to 470 hardy people who live an isolated and challenging existence, with one foot in the 21st century and another in times long passed. They are separated from their countrymen by the nation’s largest estuary, and a twelve-mile boat trip across often tempestuous water—the same water that for generations has made Tangier’s fleet of small fishing boats a chief source for the rightly prized Chesapeake Bay blue crab, and has lent the island its claim to fame as the softshell crab capital of the world.Yet for all of its long history, and despite its tenacity, Tangier is disappearing. The very water that has long sustained it is erasing the island day by day, wave by wave. It has lost two-thirds of its land since 1850, and still its shoreline retreats by fifteen feet a year—meaning this storied place will likely succumb first among U.S. towns to the effects of climate change. Experts reckon that, barring heroic intervention by the federal government, islanders could be forced to abandon their home within twenty-five years. Meanwhile, the graves of their forebears are being sprung open by encroaching tides, and the conservative and deeply religious Tangiermen ponder the end times.    Chesapeake Requiem is an intimate look at the island’s past, present and tenuous future, by an acclaimed journalist who spent much of the past two years living among Tangier’s people, crabbing and oystering with its watermen, and observing its long traditions and odd ways. What emerges is the poignant tale of a world that has, quite nearly, gone by—and a leading-edge report on the coming fate of countless coastal communities.

The New York Times bestselling author of The Price of Privilege and Teach Your Children Well explores how today’s parenting techniques and our myopic educational system are failing to prepare children for their certain-to-be-uncertain future—and how we can reverse course to ensure their lasting adaptability, resilience, health and happiness.In The Price of Privilege, respected clinician, Madeline Levine was the first to correctly identify the deficits created by parents giving kids of privilege too much of the wrong things and not enough of the right things. Continuing to address the mistaken notions about what children need to thrive in Teach Your Children Well, Levine tore down the myth that good grades, high test scores, and college acceptances should define the parenting endgame. In Ready or Not, she continues the discussion, showing how these same parenting practices, combined with a desperate need to shelter children from discomfort and anxiety, are setting future generations up to fail spectacularly.Increasingly, the world we know has become disturbing, unfamiliar, and even threatening. In the wake of uncertainty and rapid change, adults are doubling-down on the pressure-filled parenting style that pushes children to excel. Yet these daunting expectations, combined with the stress parents feel and unwittingly project onto their children, are leading to a generation of young people who are overwhelmed, exhausted, distressed—and unprepared for the future that awaits them. While these damaging effects are known, the world into which these children are coming of age is not. And continuing to focus primarily on grades and performance are leaving kids more ill-prepared than ever to navigate the challenges to come.But there is hope. Using the latest developments in neuroscience and epigenetics (the intersection of genetics and environment), as well as extensive research gleaned from captains of industry, entrepreneurs, military leaders, scientists, academics, and futurists, Levine identifies the skills that children need to succeed in a tumultuous future: adaptability, mental agility, curiosity, collaboration, tolerance for failure, resilience, and optimism. Most important, Levine offers day-to-day solutions parents can use to raise kids who are prepared, enthusiastic, and ready to face an unknown future with confidence and optimism.

From the author of The Destroyers comes another “delicious literary thriller” (People)—a twisty story of deception, set in contemporary Venice and featuring a young American couple who have set their sights on a high-stakes con.When Nick Brink and his boyfriend Clay Guillory meet up on the Grand Canal in Venice, they have a plan in mind—and it doesn’t involve a vacation. Nick and Clay are running away from their turbulent lives in New York City, each desperate for a happier, freer future someplace else. Their method of escape? Selling a collection of counterfeit antiques to a brash, unsuspecting American living out his retirement years in a grand palazzo. With Clay’s smarts and Nick’s charm, their scheme is sure to succeed. As it turns out, tricking a millionaire out of money isn’t as easy as it seems, especially when Clay and Nick let greed get the best of them. As Nick falls under the spell of the city’s decrepit magic, Clay comes to terms with personal loss and the price of letting go of the past. Their future awaits, but it is built on disastrous deceits, and more than one life stands in the way of their dreams. A Beautiful Crime is a twisty grifter novel with a thriller running through its veins. But it is also a meditation on love, class, race, sexuality, and the legacy of bohemian culture. Tacking between Venice’s soaring aesthetic beauty and its imminent tourist-riddled collapse, Bollen delivers another “seductive and richly atmospheric literary thriller” (New York Times Book Review).

这是一个侦探、探险故事：探险家27岁的儿子独自去科尔科瓦杜国家公园——一片未开垦的热带雨林探险，临行前告知父亲将探险4-5天。儿子未能如约归来，探险家十分担忧他遭遇不测，因此出发寻找。他在雨林中穿梭，采访当地人，追查线索，希望得到真相... “A brave and marvelous book. A page-turner that will rip your heart out.”—Jon KrakauerIn the tradition of?Into the Wild?comes an instant classic of outdoor literature, a riveting work of uncommon depth.?The Adventurer’s Son?is Roman Dial’s?extraordinary account of his two-year quest to unravel the mystery of his son’s fate.In the predawn hours of July 10, 2014, the?twenty-seven-year-old?son of preeminent Alaskan scientist and National Geographic Explorer Roman Dial, walked alone into Corcovado National Park, an untracked rainforest along Costa Rica’s remote Pacific Coast that shelters miners, poachers, and drug smugglers. He carried a light backpack and machete. Before he left,?Cody Roman Dial?emailed his father: “I am not sure how long it will take me, but I’m planning on doing 4 days in the jungle and a day to walk out. I’ll be bounded by a trail to the west and the coast everywhere else, so it should be difficult to get lost forever.”They were the last words Dial received from his son.As soon as he realized Cody Roman’s return date had passed, Dial set off for Costa Rica. As he trekked through the dense jungle, interviewing locals and searching for clues—the authorities suspected murder—the desperate father was forced to confront the deepest questions about himself and his own role in the events. Roman had raised his son to be fearless, to be at home in earth’s wildest places, travelling together through rugged Alaska to remote Borneo and Bhutan. Was he responsible for his son’s fate? Or, as he hoped, was Cody Roman safe and using his wilderness skills on a solo adventure from which he would emerge at any moment?Part detective story set in the most beautiful yet dangerous reaches of the planet, The Adventurer’s Son emerges as a far deeper tale of discovery—a journey to understand the truth about those we love the most.? The Adventurer’s Son?includes fifty black-and-white photographs.

Ask a member of the middle class what it takes to become wealthy, and she'll tell you it takes a bold new idea. Tell that to a self-made millionaire, and he'll vehemently disagree. What explains the difference in mind-set between the self-made wealthy and the rest of usIt not what you think, as journalist and entrepreneur Lewis Schiff convincingly illustrates through groundbreaking research and compelling storytelling. For decades, the middle class has believed that the road to success meant working hard and playing by rules passed down from previous generations. But as the 2008 economic crisis has made clear, the old rules no longer apply. While household net worth has declined for most, self-made business leaders entrepreneurially minded individuals born into the middle class who have accumulated significant wealth have prospered. What makes these have-mores financially successful while the rest of us have never felt more uncertain about our professional and financial futuresIn Business Brilliant , Lewis Schiff reveals the eye-opening findings from a national survey of middle-class workers and self-made millionaires, offering practical guidance to show the rest of us what America self-made rich already know. Through his research, he holds a mirror to our most commonly held beliefs about success and then reveals the truth about how wealth is really created by surveying the truly wealthy. In doing so, he explodes the conventional wisdom and identifies the distinct principles practiced by individuals who may or may not be any smarter than the rest of the population but seem to understand instinctively how money is made. They don't employ business-as-usual practices; they adopt a Business Brilliant mind-set. The book illustrates how these self-made millionaires choose their careers, negotiate to win, and leverage social networks to accumulate their wealth. Schiff argues that it is the synergy behind seven uncommon practices, not serendipity or luck, that produces success. He offers a practical four-step program anyone can follow to position themselves to succeed more often and a roadmap to compare your own Business Brilliance to the executives and entrepreneurs who have successfully navigated our rapidly changing economy. While Business Brilliant doesn't promise to make you rich, it can help you achieve better results in your career and accumulate wealth faster.

The bestselling author of The Sellout tells the explosive story of the government’s crackdown on insider-trading networks an investigation that has already racked up more than 60 convictions.In Circle of Friends, award-winning journalist Charles Gasparino one of Wall Street's most knowledgeable observers follows government investigators and prosecutors as they pursue one of the most aggressive and broad-reaching series of insider-trading cases in the nation's history. A richly textured page-turner of investigative journalism based on extensive reporting, Circle of Friends chronicles the massive federal crackdown that has already put some of the biggest names on Wall Street behind bars, including Raj Rajaratnam, founder of the Galleon Group, and Rajat Gupta, a former CEO of consulting giant McKinsey & Co. Other similarly sized targets are still waiting nervously, including the biggest one of them all financial impresario Steve Cohen of SAC Capital, the giant hedge fund that has confounded regulators for years by cranking out a steady stream of market-busting returns.Gasparino goes behind the headlines to reveal how the government makes its case, using every tool at its disposal and at great expense to taxpayers to supposedly make the investing world safer for average Americans. Gasparino asks why federal officials are so eager to prosecute these cases: What is the real damage to individualsDo average investors really careHe explores why insider trading is all the rage these days when the U.S. government has failed to bring a single criminal case against the culprits who caused the 2008 financial crisis. Circle of Friends is not a defense of insider trading, but it does offer an account of the politics of Wall Street crime fighting, revealing the behind-the-scenes ambitions that motivate headlines and burnish political careers. A riveting work of narrative nonfiction, as engrossing and explosive as fictional thrillers of the finest magnitude, Circle of Friends is a wakeup call to the investing public.

In the brutally cold winter of 1919, 5,000 Americans battled the Red Army 600 miles north of Moscow. We have forgotten. Russia has not."AN EXCELLENT BOOK." —Wall Street Journal • "INCREDIBLE." — John U. Bacon • "EXCEPTIONAL.”  — Patrick K. O’Donnell • "A MASTER OF NARRATIVE HISTORY."  — Mitchell Yockelson • "GRIPPING." — Matthew J. Davenport • "FASCINATING, VIVID." — Minneapolis Star Tribune An unforgettable human drama deep with contemporary resonance, award-winning historian James Carl Nelson's The Polar Bear Expedition draws on an untapped trove of firsthand accounts to deliver a vivid, soldier's-eye view of an extraordinary lost chapter of American history—the Invasion of Russia one hundred years ago during the last days of the Great War.In the winter of 1919, 5,000 U.S. soldiers, nicknamed "The Polar Bears," found themselves hundreds of miles north of Moscow in desperate, bloody combat against the newly formed Soviet Union's Red Army. Temperatures plummeted to sixty below zero. Their guns and their flesh froze. The Bolsheviks, camouflaged in white, advanced in waves across the snow like ghosts.The Polar Bears, hailing largely from Michigan, heroically waged a courageous campaign in the brutal, frigid subarctic of northern Russia for almost a year. And yet they are all but unknown today. Indeed, during the Cold War, two U.S. presidents, Ronald Reagan and Richard Nixon, would assert that the American and the Russian people had never directly fought each other. They were spectacularly wrong, and so too is the nation's collective memory.It began in August 1918, during the last months of the First World War: the U.S. Army's 339th Infantry Regiment crossed the Arctic Circle; instead of the Western Front, these troops were sailing en route to Archangel, Russia, on the White Sea, to intervene in the Russian Civil War. The American Expeditionary Force, North Russia, had been sent to fight the Soviet Red Army and aid anti-Bolshevik forces in hopes of reopening the Eastern Front against Germany. And yet even after the Great War officially ended in November 1918, American troops continued to battle the Red Army and another, equally formiddable enemy, "General Winter," which had destroyed Napoleon's Grand Armee a century earlier and would do the same to Hitler's once invincible Wehrmacht.More than two hundred Polar Bears perished before their withdrawal in July 1919. But their story does not end there. Ten years after they left, a contingent of veterans returned to Russia to recover the remains of more than a hundred of their fallen brothers and lay them to rest in Michigan, where a monument honoring their service still stands.In the century since, America has forgotten the Polar Bears' harrowing campaign. Russia, notably, has not, and as Nelson reveals, the episode continues to color Russian attitudes toward the United States. At once epic and intimate, The Polar Bear Expedition masterfully recovers this remarkable tale at a time of new relevance.

Pike Logan tracks highly-trained Russian assassins to Brazil in this blistering, action-packed thriller from New York Times bestselling author and former Special Forces Officer Brad Taylor.“It’s an excellent read, and I greatly enjoyed it.” —Nelson DeMillePike Logan and the Taskforce were once the apex predators, an unrivaled hunting machine that decimated those out to harm the United States, but they may have met their match. While Pike Logan and Jennifer Cahill prepare to join their team on a counter-terrorist mission in the triple frontier—the lawless tri-border region where Argentina, Brazil, and Paraguay meet—they are targeted in Charleston, South Carolina. A vicious explosion kills a friend, and the perpetrators have set it up to look like an accident. While the authorities believe this was not foul play, Pike knows the attack was meant for him. When he loses contact with the team in South America, Pike is convinced he and the Taskforce are under assault. His men are the closest thing to family that Pike has, which means he will do anything, even ignore direct orders to stand down, to find them. Pike and Jennifer head to Brazil to investigate their disappearance and run headlong into a crew of Russian assassins. Within days they are entangled in a byzantine scheme involving Brazilian politics and a cut-throat battle for control of offshore oil fields. Forged in combat, the Russians are the equal of anything the Taskforce has encountered before, but they make a mistake in attacking Pike’s team, because Pike has a couple of elite Israeli assassins of his own. And Pike will stop at nothing to protect his family.

The master storyteller’s legacy continues… Glamour and suspense in the bestselling Sidney Sheldon novels from the international superstar Tilly Bagshawe. If Tomorrow Comes Tracy Whitey is on top of the world. Young, beautiful, intelligent, she is about to marry into wealth and glamour – until, betrayed by her own innocence, she finds herself in prison, framed by a ruthless mafia gang and abandoned by the man she loves. Beaten and broken, but surviving with her dazzling ingenuity, Tracy emerges from her savage ordeal – determined to avenge those who have destroyed her life. Nothing Lasts Forever Dr.Paige Taylor: She swore it was euthanasia, but when Paige inherited a million dollars from a patient, the D.A. called it murder. Dr. Kat Hunter: She vowed never to let another man too close again-until she accepted the challenge of a deadly bet. Dr. Honey Taft:To make it in medicine, she knew she'd need something more than the brains God gave her. Racing from the life-and-death decisions of a big major hospital to the tension-packed fireworks of a murder trial, Nothing Lasts Forever lays bare the ambitions and fears of healers and killers, lovers and betrayers. The Best Laid Plans: The explosive story of the beautiful and ambitious Leslie Stewart, who learns that for some men power is the greatest aphrodisiac; and of Oliver Russell, the handsome governor of a small southern state, who finds out why hell has no fury like a woman scorned. They both should have known that even the best laid plans can go dangerously astray…in a deadly dangerous way.

A masterpiece of satire, this classic has entertained and enlightened readers the world over with its sly and ironic portrayal of human life from the vantage point of Screwtape, a senior tempter in the service of Our Father Below. At once wildly comic, deadly serious, and strikingly original, C. S. Lewis gives us the correspondence of the worldly-wise old devil to his nephew Wormwood, a novice demon in charge of securing the damnation of an ordinary young man. The Screwtape Letters is the most engaging and humorous account of temptation and triumph over it ever written. Now, for the first time, The Screwtape Letters is presented with its full text alongside helpful annotations provided by Lewis enthusiast and dramatist Paul McCusker. The notes include literary, theological, and biographical information to enhance Lewis core themes and demystify complex ideas. McCusker also guides readers to concepts and references from the beloved author other treasured volumes to deepen and enrich this timeless classic. The annotated edition is the ultimate guide for understanding the heavenly truths buried in these epistles from below.

For years experts have been telling Americans what to eat and what not to eat. Fat, they told us, was the enemy. Then it was salt, then sugar, then cholesterol... and on it goes. Americans listened and they lost -- but not their excess fat. What they lost was their health and waistlines. Americans are the fattest people on earth... and whyMainly because of the food they eat. In this scientific and revolutionary book, based on Nobel Prize-winning research, medical visionary and former Massachusetts Institute of Technology researcher Dr. Barry Sears makes peak physical and mental performance, as well as permanent fat loss, simple for you to understand and achieve. With lists of good and bad carbohydrates, easy-to-follow food blocks and delicious recipes, The Zone provides all you need to begin your journey toward permanent fat loss, great health and all-round peak performance. In balance, your body will not only burn fat, but you'll fight heart disease, diabetes, PMS, chronic fatigue, depression and cancer, as well as alleviate the painful symptoms of diseases such as multiple sclerosis and HIV. This Zone state of exceptional health is well-known to champion athletes. Your own journey toward it can begin with your next meal. You will no longer think of food as merely an item of pleasure or a means to appease hunger. Food is your medicine and your ticket to that state of ultimate body balance, strength and great health: the Zone.

Two experts who have summited the tallest mountain on each of the seven continents and scaled the highest peaks in corporate sales and business examine what it takes to achieve success.In making the grueling journey to the top of Mount Everest, Susan Ershler and John Waechter joined the elite group of climbers who had conquered the Seven Summits the tallest mountains on each of the seven continents. This same determination has made them star performers in corporate sales and established them as business leaders. And both of them cherish the deep sense of satisfaction that comes from attaining a seemingly impossible goal through focus and persistence.In this unique guide, Susan and John draw on concrete experience to inspire sales professionals as well as all team members to overcome limitations and reach new heights of success, illustrating how anyone can achieve peak performance. They will show you how to define your goals clearly, commit to a vision, "choose the right sherpa" (build the right team), "travel light" (manage time), and "measure the mountain" (track progress).Weaving together stories from harrowing climbs and lessons of indomitable perseverance with actual tested methods for high achievement in sales, business, and life, Conquering the Seven Summits of Sales proves that anyone can overcome limitations and accomplish something real and meaningful in business and in life.

Whether you live below the Mason Dixon Line or just wish you did, The Southerner’s Handbook is your guide to living the good life. Curated by the editors of the award-winning Garden & Gun magazine, this compilation of more than 100 instructional and narrative essays offers a comprehensive tutorial to modern-day life in the South. From Food and Drink to Sporting & Adventure; Home & Garden to Style, Arts & Culture, you'll discover essential skills and unique insight from some of the South’s finest writers, chefs, and craftsmen—including the secret to perfect biscuits, how to wear seersucker, and to the right way to fall off of a horse. You'll also find: Roy Blount Jr. on telling a great story; Julia Reed on the secrets of throwing a great party; Jonathan Miles on drinking like a Southerner; Jack Hitt on the beauty of cooking a whole hog; John T Edge on why Southern food matters; and much more. As flavorful, authentic, and irresistible as the land and the people who inspire it, The Southerner's Handbook is the ultimate guide to being a Southerner (no matter where you live).

We all need a little mistletoe magic! Lose yourself in this wonderful selection of six sensational seasonal reads! Claiming His Christmas Bride by Carole Mortimer When Gideon Webber first met Molly Barton, he wanted her more than anything. But it appeared that Molly was already another man's mistress– his brother’s! Three years later, they meet again. And this time Gideon's determined to claim Molly once and for all—as his Yuletide bride! Christmas on the Children’s Ward by Carol Marinelli Consultant Nick Watson and Nurse Eden Hadley were old friends–until Nick lost his fiancée and the two grew apart. But when all a little orphaned boy on the children’s ward wants is one real family Christmas, can a little Christmas magic bring this trio together? A Surprise Christmas Proposal by Liz Fielding Sophie Harrington is very much a damsel in distress when rugged bachelor Gabriel York comes to her rescue. Gabriel ends up taking her in as a temporary lodger in his exclusive London home. But before long he realises Sophie isn't just for Christmas–but for life! Her Christmas Wedding Wish by Judy Christenberry Workaholic attorney Richard Anderson's life was turned upside down when he became guardian to his orphaned nephew. He left it up to Molly Soderling, the boy's beautiful nurse, to make this a very special Christmas—until a kiss under the mistletoe changed everything! The Italian’s Christmas Miracle by Lucy Gordon Drago di Luca and Alysa Dennis are brought together by a shared betrayal – their partners have been having an affair! But against all the odds they strike an unlikely friendship…As the attraction builds between them, could Christmas ring in the promise of a new start? A Bride by Christmas by Joan Elliott Pickart Marriage was not in wedding planner Maggie Jenkins’s future – until wealthy businessman Luke St. John hires her to plan a family wedding. His potent sexiness makes her forget her own name—but can he convince her to say ‘I do’?

God in the Dock is one of the best known of C.S. Lewis's collections of essays and includes Myth Become Fact, The Grand Miracle, Priestesses in the Church and, of course, God in the Dock.

Leverage benefits of machine learning techniques using Python About This Book Improve and optimise machine learning systems using effective strategies. Develop a strategy to deal with a large amount of data. Use of Python code for implementing a range of machine learning algorithms and techniques. Who This Book Is For This title is for data scientist and researchers who are already into the field of data science and want to see machine learning in action and explore its real-world application. Prior knowledge of Python programming and mathematics is must with basic knowledge of machine learning concepts. What You Will Learn Learn to write clean and elegant Python code that will optimize the strength of your algorithms Uncover hidden patterns and structures in data with clustering Improve accuracy and consistency of results using powerful feature engineering techniques Gain practical and theoretical understanding of cutting-edge deep learning algorithms Solve unique tasks by building models Get grips on the machine learning design process In Detail Machine learning and predictive analytics are becoming one of the key strategies for unlocking growth in a challenging contemporary marketplace. It is one of the fastest growing trends in modern computing, and everyone wants to get into the field of machine learning. In order to obtain sufficient recognition in this field, one must be able to understand and design a machine learning system that serves the needs of a project. The idea is to prepare a learning path that will help you to tackle the real-world complexities of modern machine learning with innovative and cutting-edge techniques. Also, it will give you a solid foundation in the machine learning design process, and enable you to build customized machine learning models to solve unique problems. The course begins with getting your Python fundamentals nailed down. It focuses on answering the right questions that cove a wide range of powerful Python libraries, including scikit-learn Theano and Keras.After getting familiar with Python core concepts, it’s time to dive into the field of data science. You will further gain a solid foundation on the machine learning design and also learn to customize models for solving problems. At a later stage, you will get a grip on more advanced techniques and acquire a broad set of powerful skills in the area of feature selection and feature engineering. Style and approach This course includes all the resources that will help you jump into the data science field with Python. The aim is to walk through the elements of Python covering powerful machine learning libraries. This course will explain important machine learning models in a step-by-step manner. Each topic is well explained with real-world applications with detailed guidance.Through this comprehensive guide, you will be able to explore machine learning techniques.

Learn to solve challenging data science problems by building powerful machine learning models using Python About This Book Understand which algorithms to use in a given context with the help of this exciting recipe-based guide This practical tutorial tackles real-world computing problems through a rigorous and effective approach Build state-of-the-art models and develop personalized recommendations to perform machine learning at scale Who This Book Is For This Learning Path is for Python programmers who are looking to use machine learning algorithms to create real-world applications. It is ideal for Python professionals who want to work with large and complex datasets and Python developers and analysts or data scientists who are looking to add to their existing skills by accessing some of the most powerful recent trends in data science. Experience with Python, Jupyter Notebooks, and command-line execution together with a good level of mathematical knowledge to understand the concepts is expected. Machine learning basic knowledge is also expected. What You Will Learn Use predictive modeling and apply it to real-world problems Understand how to perform market segmentation using unsupervised learning Apply your new-found skills to solve real problems, through clearly-explained code for every technique and test Compete with top data scientists by gaining a practical and theoretical understanding of cutting-edge deep learning algorithms Increase predictive accuracy with deep learning and scalable data-handling techniques Work with modern state-of-the-art large-scale machine learning techniques Learn to use Python code to implement a range of machine learning algorithms and techniques In Detail Machine learning is increasingly spreading in the modern data-driven world. It is used extensively across many fields such as search engines, robotics, self-driving cars, and more. Machine learning is transforming the way we understand and interact with the world around us. In the first module, Python Machine Learning Cookbook, you will learn how to perform various machine learning tasks using a wide variety of machine learning algorithms to solve real-world problems and use Python to implement these algorithms. The second module, Advanced Machine Learning with Python, is designed to take you on a guided tour of the most relevant and powerful machine learning techniques and you’ll acquire a broad set of powerful skills in the area of feature selection and feature engineering. The third module in this learning path, Large Scale Machine Learning with Python, dives into scalable machine learning and the three forms of scalability. It covers the most effective machine learning techniques on a map reduce framework in Hadoop and Spark in Python. This Learning Path will teach you Python machine learning for the real world. The machine learning techniques covered in this Learning Path are at the forefront of commercial practice. This Learning Path combines some of the best that Packt has to offer in one complete, curated package. It includes content from the following Packt products: Python Machine Learning Cookbook by Prateek Joshi Advanced Machine Learning with Python by John Hearty Large Scale Machine Learning with Python by Bastiaan Sjardin, Alberto Boschetti, Luca Massaron Style and approach This course is a smooth learning path that will teach you how to get started with Python machine learning for the real world, and develop solutions to real-world problems. Through this comprehensive course, you’ll learn to create the most effective machine learning techniques from scratch and more!

This book is written in simple, easy to understand format with lots of screenshots and step-by-step explanations. If you are a Project manager or a consultant, who wants to master the core concepts of Primavera P6 and the new features associated with version 8, then this is the best guide for you. This book assumes that you have a fundamental knowledge of working in the Primavera P6 environment.

Get savvy with R language and actualize projects aimed at analysis, visualization and machine learning About This Book Proficiently analyze data and apply machine learning techniques Generate visualizations, develop interactive visualizations and applications to understand various data exploratory functions in R Construct a predictive model by using a variety of machine learning packages Who This Book Is For This Learning Path is ideal for those who have been exposed to R, but have not used it extensively yet. It covers the basics of using R and is written for new and intermediate R users interested in learning. This Learning Path also provides in-depth insights into professional techniques for analysis, visualization, and machine learning with R – it will help you increase your R expertise, regardless of your level of experience. What You Will Learn Get data into your R environment and prepare it for analysis Perform exploratory data analyses and generate meaningful visualizations of the data Generate various plots in R using the basic R plotting techniques Create presentations and learn the basics of creating apps in R for your audience Create and inspect the transaction dataset, performing association analysis with the Apriori algorithm Visualize associations in various graph formats and find frequent itemset using the ECLAT algorithm Build, tune, and evaluate predictive models with different machine learning packages Incorporate R and Hadoop to solve machine learning problems on big data In Detail The R language is a powerful, open source, functional programming language. At its core, R is a statistical programming language that provides impressive tools to analyze data and create high-level graphics. This Learning Path is chock-full of recipes. Literally! It aims to excite you with awesome projects focused on analysis, visualization, and machine learning. We’ll start off with data analysis – this will show you ways to use R to generate professional analysis reports. We’ll then move on to visualizing our data – this provides you with all the guidance needed to get comfortable with data visualization with R. Finally, we’ll move into the world of machine learning – this introduces you to data classification, regression, clustering, association rule mining, and dimension reduction. This Learning Path combines some of the best that Packt has to offer in one complete, curated package. It includes content from the following Packt products: R Data Analysis Cookbook by Viswa Viswanathan and Shanthi Viswanathan R Data Visualization Cookbook by Atmajitsinh Gohil Machine Learning with R Cookbook by Yu-Wei, Chiu (David Chiu) Style and approach This course creates a smooth learning path that will teach you how to analyze data and create stunning visualizations. The step-by-step instructions provided for each recipe in this comprehensive Learning Path will show you how to create machine learning projects with R.

Learn how you can put the features of OpenStack to work in the real world in this comprehensive path About This Book Harness the abilities of experienced OpenStack administrators and architects, and run your own private cloud successfully Learn how to install, configure, and manage all of the OpenStack core projects including topics on Object Storage, Block Storage, and Neutron Networking services such as LBaaS and FWaaS Get better equipped to troubleshoot and solve common problems in performance, availability, and automation that confront production-ready OpenStack environments Who This Book Is For This course is for those who are new to OpenStack who want to learn the cloud networking fundamentals and get started with OpenStack networking. Basic understanding of Linux Operating System, Virtualization, and Networking, and Storage principles will come in handy. What You Will Learn Get an introduction to OpenStack and its components Store and retrieve data and images using storage components, such as Cinder, Swift, and Glance Install and configure Swift, the OpenStack Object Storage service, including configuring Container Replication between datacenters Gain hands on experience and familiarity with Horizon, the OpenStack Dashboard user interface Learn how to automate OpenStack installations using Ansible and Foreman Follow practical advice and examples for running OpenStack in production Fix common issues with images served through Glance and master the art of troubleshooting Neutron networking In Detail OpenStack is a collection of software projects that work together to provide a cloud fabric. Learning OpenStack Cloud Computing course is an exquisite guide that you will need to build cloud environments proficiently. This course will help you gain a clearer understanding of OpenStack’s components and their interaction with each other to build a cloud environment. The first module, Learning OpenStack, starts with a brief look into the need for authentication and authorization, the different aspects of dashboards, cloud computing fabric controllers, along with 'Networking as a Service' and 'Software defined Networking'. Then, you will focus on installing, configuring, and troubleshooting different architectures such as Keystone, Horizon, Nova, Neutron, Cinder, Swift, and Glance. After getting familiar with the fundamentals and application of OpenStack, let's move deeper into the realm of OpenStack. In the second module, OpenStack Cloud Computing Cookbook, preview how to build and operate OpenStack cloud computing, storage, networking, and automation. Dive into Neutron, the OpenStack Networking service, and get your hands dirty with configuring ML2, networks, routers, and distributed virtual routers. Further, you'll learn practical examples of Block Storage, LBaaS, and FBaaS. The final module, Troubleshooting OpenStack, will help you quickly diagnose, troubleshoot, and correct problems in your OpenStack. We will diagnose and remediate issues in Keystone, Glance, Neutron networking, Nova, Cinder block storage, Swift object storage, and issues caused by Heat orchestration. This Learning Path combines some of the best that Packt has to offer in one complete, curated package. It includes content from the following Packt products: Learning OpenStack by Alok Shrivastwa, Sunil Sarat OpenStack Cloud Computing Cookbook - Third Edition by Kevin Jackson , Cody Bunch, Egle Sigler Troubleshooting OpenStack by Tony Campbell Style and approach This course aims to create a smooth learning path that will teach you how to get started with setting up private and public clouds using a free and open source cloud computing platform—OpenStack. Through this comprehensive course, you'll learn OpenStack Cloud computing from scratch to finish and more!"