Seeing is believing . . . The Smash Hit SuperFreakonomics is now Bigger and Better SuperFreakonomics was an instant New York Times bestseller that caused a media uproar, continuing the amazing success begun with the groundbreaking, worldwide sensation Freakonomics.With the Illustrated Edition, Steven D. Levitt and Stephen J. Dubner bring alive their smart thinking and great storytelling with an explosion of visual evidence, including: A by-the-numbers tally of a high-priced call girl's career, and a tracking sheet from an intensive survey of Chicago street prostitutes. A visual quiz that lets you pit your memory against the memory of a chess grand master. Images of the hurricane-killing machine and other geo-engineering inventions described in SuperFreakonomics. A look into whether doctors are better at saving lives in TV dramas or in real hospitals. Whether probing the intricacies of sex change oper-ations, the effectiveness of child car seats, or what really motivates people to do good, the Illustrated Edition of SuperFreakonomics employs photographs, drawings, and graphs that will lead readers to see the world in a bold, fresh way.

A leading historian and bestselling author re-creates the growth, decline, and legacy of 3,000 Years of Egyptian civilization with an authoritative text splendidly illustrated with 150 illustrations in full color.Ancient Egypt, with its legacy of pyramids, pharaohs and sphinxes, is a land of power and mystery to the modern world. In The Civilization of Ancient Egypt Paul Johnson explores the growth and decline of a culture that survived for 3,000 years and maintained a purity of style that rivals all others. Johnson's study looks in detail at the state, religion, culture and geographical setting and how they combined in this unusually enduring civilization. From the beginning of Egyptian culture to the rediscovery of the pharaohs, the book covers the totalitarian theocracy, the empire of the Nile, the structure of dynastic Egypt, the dynastic way of death, hieroglyphs, the anatomy of perspective art and, finally, the decline and fall of the pharaohs, Johnson seeks, through an exciting combination of images and analysis, to discover the causes behind the collapse of this, great civilization while celebrating the extra-ordinary legacy it has left behind.Paul Johnson on Ancient Egypt and the Egyptians"Egypt was not only the first state, it was the first country.... The durability of the state which thus evolved was ensured by the overwhelming simplicity and power of its central institution, the theocratic monarchy." "The Egyptians did not share the Babylonian passion for astrology, but they used the stars as one of many guides to behavior. No Egyptian believed in a free exercise of will in important decisions: he always looked for an omen or a prophecy or an oracle." "The development of hieroglyphics mirrors and epitomizes the history of Egyptian civilization. . . . No one outside Egypt understood it and even within Egypt it was the exclusive working tool of the ruling and priestly classes. The great mass of Egyptians were condemned to illiteracy by the complexities (and also the beauties) of the Egyptian written language.""The affection the Egyptians were not. ashamed to display towards their children was related to the high status women enjoyed in Egyptian society.""If we can understand Egyptian art we can go a long way towards grasping the very spirit and outlook on life, of this gifted people, so remote in time. The dynamic of their civilization seems to have been a passionate love of order (maat to them), by which they sought to give to human activities and creations the same regularity as their landscape, their great river, their sun-cycle and their immutable seasons."

Relentless and ominous, the drumbeat echoes across the land: Social Security is on the verge of bankruptcy. These repeated warnings have become a dismal article of faith for the millions of Americans who pay Social Security taxes and expect to collect benefits someday. But they are flatly untrue. Social Security today is on a stronger financial footing than it has been for decades. The Plot Against Social Security will explain who is really behind the efforts to reform this system and will show that the most frequently proposed fix increased privatization will damage it beyond repair by undermining retirement security for generations to come. Award-winning journalist Michael Hiltzik also offers a clear set of remedies for those few elements of Social Security that do need repair proposals that will shore up the most efficient social insurance program in America's history, rather than destroying it in the name of reform.

In Giant, Plaxico Burress takes you into the locker room, onto the practice field, and into the huddle, providing a flat-out-honest look at life on and off the field with the New York Giants and at the making of a champion. Throughout the 2007 season, Plaxico battled near-crippling injuries, and despite rarely practicing, being heavily bandaged, and on serious painkillers, he led the New York Giants in receptions, yards, and touchdowns. He continued to play through pain in the playoffs, only to be further injured before Super Bowl XLII. Playing the arrogant Patriots who were inviting the Giants to their victory party before the game was over Plaxico concealed a significant injury that might have changed the outcome of the game if the Pats had known.When he first joined the Giants, Plaxico expected to be the go-to guy for the young quarterback Eli Manning. What he didn't expect was the media and fan scrutiny that was heaped on Manning as they battled to win games.What Plaxico also didn't expect was the difficult relationship he had with head coach Tom Coughlin, who was a stickler for discipline and who would fine players for even the mildest offenses. For five years Plaxico had played for the laid-back Bill Cowher and the Pittsburgh Steelers. In contrast, within weeks of joining the Giants, Plaxico and Coughlin were butting heads, and the fines followed. But there to make things a little easier were friends like Jeremy Shockey and Amani Toomer, nearly polar opposites. With Shock, everything was always full-tilt and his mouth would usually get him into trouble. Toomer was the easygoing elder statesman at times absentminded, but a brilliant receiver. And in 2007, Manning, with Plaxico's advice and support, would rise above the scrutinizing media and come into his own, and Coach Coughlin would relax his grip somewhat and let the team breathe. The results were obvious.It's all here. The ups and downs, the trash-talking, the sweat and blood, and what it takes to be the best.

Polish poet and essayist Zbigniew Herbert easily stands beside Nobel Prize laureates Milosz and Szymborska as part of a remarkable literary tradition. Though Herbert is very much an Eastern European writer, the urgency, vitality, and relevance of his work extend far beyond the borders of his particular region and his particular time. His fascination with other subjects from painting to all things Dutch enriched the scope and depth of his poetry, and made for compelling explorations in his essays and short prose pieces.The first collected English edition of his prose work, this outstanding volume consists of four books Labryinth on the Sea, Still Life with a Bridle, King of the Ants, and Barbarian in the Garden. Brilliant and erudite, dazzling and witty, these essays survey the geography of humanity, its achievements and its foibles. From Western civilization's past, as witnessed through the Greek and Roman landscape, to musings on the artistic that celebrate the author's discriminating eye, poetic sensibility, and gift for irony, humor, and the absurd; from a sage retelling of myths and tales that became twentieth-century philosophical parables of human behavior to thoughts on art, culture, and history inspired by journeys in France, Italy, and the Netherlands, Collected Prose is a rich compendium that celebrates the mastery and wisdom of a remarkable artist.

Champion. Survivor. Hero. Legend. Completed just two days before Louis Zamperini's death at age 97, Don't Give Up, Don't Give In shares a lifetime of wisdom, insight, and humor from one of America's most inspiring lives. Zamperini's story has touched millions through Laura Hillenbrand's biography Unbroken, soon to be a major motion picture directed by Angelina Jolie. Now, in his own words, Louis Zamperini reveals, with warmth and great charm, the essential values and lessons that sustained him throughout his remarkable journey. He was a youthful troublemaker from California who turned his life around to become a 1936 Olympian and a world-class miler at the University of Southern California. Putting aside his superstar track career, Louis Zamperini volunteered for the army before Pearl Harbor and was thrust into the violent combat of World War II as a B-24 bombardier. While on a rescue mission, his plane went down in the middle of the Pacific Ocean, where he survived, against all odds, drifting two thousand miles in a small raft for forty-seven days. His struggle was only beginning: Zamperini was captured by the Japanese and, for more than two years, he courageously endured torture and psychological abuse in a series of prisoner-of-war camps. He returned home to face more dark hours, but in 1949 Zamperini's life was transformed by a spiritual rebirth that would guide him through the next sixty-five years of his long and happy life. Cowritten with longtime collaborator David Rensin, Louis Zamperini's Don't Give Up, Don't Give In is an extraordinary last testament that captures the wisdom of a life lived to the fullest. A son of Italian immigrants, Louis Zamperini (1917–2014) was a U.S. Olympic runner, World War II bombardier, and POW survivor. After the war, he returned to the United States to found the Victory Boys Camp for at-risk youth and became an inspirational speaker. Zamperini's story was told in his 2003 autobiography Devil at My Heels, as well as in Laura Hillenbrand's 2010 biography Unbroken. David Rensin worked closely with Louis Zamperini for many years and cowrote Devil at My Heels, as well as fifteen other books, including five New York Times bestsellers.

In October 2002, Susan Polk, a housewife and mother of three, was arrested for the murder of her husband, Felix. The arrest in her sleepy northern California town kicked off what would become one of the most captivating murder trials in recent memory, as police, local attorneys, and the national media sought to unravel the complex web of events that sent this seemingly devoted housewife over the edge.Now, with the exclusive access and in-depth reporting that made A Deadly Game a number one New York Times bestseller, Catherine Crier turns an analytical eye to the story of Susan Polk, delving into her past and examining how over twenty years of marriage culminated in murder. Tracing the family's history, Crier skillfully maneuvers the murky waters of the Polk's marriage, looking at the real story behind Susan, Felix, and their unorthodox courtship. When Susan was in high school, Felix, who was more than twenty years her senior, had been her psychologist, and it was during their sessions that the romantic entanglement began. From these troubling origins grew a difficult marriage, one which produced three healthy boys but also led to disturbing accusations of abuse from both spouses.With extraordinary detail, Crier dissects this dangerous relationship between husband and wife, exposing their psychological motivations and the painful impact that these motivations had on their sons, Adam, Eli, and Gabriel. Drawing on sources from all sides of the case, Crier masterfully reconstructs the tumultuous chronology of the Polk family, telling the story of how Susan and Felix struggled to control their rambunctious sons and their disintegrating marriage in the years and months leading up to Felix's death.But the history of the Polk family is only half the story. Here Crier also elucidates the methodical police work of the murder investigation, revealing never-before-seen photos and writings from the case file. In addition, she carefully scrutinizes the many twists and turns of the remarkable trial, exploring Susan's struggles with her defense attorneys and her shocking decision to represent herself.Dark, psychological, and terrifying, Final Analysis is a harrowing look at the recesses of the human mind and the trauma that reveals them.

Born in the mountains above Venice in the late fifteenth century, Tiziano Vecellio or Titian was the greatest painter of the Venetian High Renaissance. A poetic visionary and a technical master of oils, he painted everything, from frescoes and grand altarpieces to mythological stories and portraits works described by his contemporaries as "mirrors of nature."Sheila Hale's rich biography is the first since 1877 to examine all contemporary accounts of Titian's life and work as well as recent art historical scholarship, some of it previously unpublished. Her book charts the extraordinary transformation of Titian's style: from the radiant, minutely realized masterpieces of his youth, to the more freely painted work of his middle years, to the dark, tragic, sometimes terrifying visions of his old age. Drawing on the latest scientific examinations of his paintings, Hale seeks to explain the evolution of his methods and his art. In doing so, she also gives many different voices from Titian's lifetime to today free reign to explore, praise, and sometimes doubt his genius.When Titian died in 1576, in his late eighties, he had spent the whole of his working life in Venice the most celebrated city in Europe traveling as little as possible despite the clamor for his presence at the great courts of the continent. He had witnessed wars, Ottoman invasions, and the rising Protestant threat to the Catholic Church. He had become the favored painter of both Charles V the most powerful man in the world and his son, Philip II of Spain, who became Titian's most important patron.Sheila Hale's masterly biography presents Titian through the lens of the turbulent times in which he lived and explores how this innovative sixteenth-century master conveyed in his paintings a kind of truth that few other artists have been able to communicate, which has fascinated Titian's admirers and followers ever since.

Cleary Wolters was going about her everyday life when she saw a commercial for a new TV show that stopped her in her tracks. The scene showed a young blond woman hopping out of a van, wearing an orange prison uniform. A blur of words and images followed, including allusions to lesbian lovers, drug smuggling, and life behind bars. Then Cleary saw a woman wearing her signature black-rimmed glasses and she dropped the remote. In that moment, Cleary knew that her private past had been brought to light in the most public way imaginable. Nothing would ever be the same again.Orange Is the New Black went on to become an Emmy-winning cultural phenomenon streamed onto laptops and into living rooms around the world. The series, and the number one New York Times bestselling book of the same name, follows Piper, a privileged white woman who spent thirteen months in prison for her involvement in an international drug-smuggling ring. Cleary binge-watched the show along with the rest of the universe, though what was fun for everyone else was a weirdly personal, strangely unnerving interpretation of events that had shaped her own life.Now speaking out for the first time to share her story including how she introduced Piper to the criminal activities that would ultimately send both of them to prison Cleary tells a brutally honest, emotional tale of the bold decisions and epic mistakes she made and the struggle to keep them from defining the rest of her life.

Does the thought of mistletoe give you hivesDoes the sound of jingling bellsinstill fear in your heartDo you hide under the covers from the day after Thanksgiving till New Year's DayAnd even if you love Christmas, do thehyperconsumerism, overindulgence, andtinsel-covered everything make you crazy?If you said yes to any of these questions, this is the book for you. You are not alone. Everyone has a Christmas-nightmare story to tell. Some of the best writers around have gone through some of the worst Christmases ever. Their tales of holly-draped horror are gathered here for your amusement, from NEAL POLLACK's Christmas-ham disaster to the accidental Santahood of JONI RODGERS to BINNIE KIRSHENBAUM's receiving what may be the worst gift ever given. And Stanley Bing gives us a peek at the lonely guy's Xmas feast. All this, plus many more recollections of Worst Noels past.So pour yourself a glass of eggnog, chisel off a piece of rock-hard fruitcake, and curl up in the big comfy chair by the fireplace where the stockings have been hung with such care -- and settle in to read The Worst Noel.

The modern woman has enough hassles without having to put up with the antics of the man in her life. Why endure another day of snoring, football, and wet towels on the floorWith this hilarious, fully illustrated guide, learn 101 reasons why you should dump your chump and hook up with a cat! So, besides the fact that your man's just not that into you, can he scratch his ear with his footIs he adorable when he pounces off the fridge onto your shoulderDo you get to watch him nudge another man aside and eat his foodAnd can you improve his mood by tossing a fuzzy mousie for him to chaseOf course not. There; that's four reasons to dump him and get a cat instead! Plus, you never have to remember how your cat takes his coffee. You don't need to pretend to your cat that you haven't had many other cats. And if your cat thinks your friends are hot, so whatFor every woman who's had enough of men, 101 Reasons to Dump Your Man and Get a Cat is the perfect gift—chock-full of humor, inspiration, and great advice. Why look for love in all the wrong places when it's right across the room chasing its own tail?

IBM is one of the greatest sales and marketing organizations ever assembled. Established over seventy years ago, it now employs 400,000 people and generates $50 billion a year in revenue. Yet it operates more like a cottage industry than a huge multinational organization.How does IBM do itThat's what even the most successful companies want to know. Now Buck Rodgers, the man who has personified "the IBM way," describes for the first time the reasons behind its extraordinary achievements. He has not written a company history, or an expose, or a book on management theory. He has written a book about everything that makes IBM IBM, as only an insider could.

Published to strong reviews and major media attention, this heartfelt and inspirational rags-to-riches memoir by the highly regarded CEO of Parade Publications tells the emotional story of how he came to terms with an identity and a family that he never knew he had until he reached middle age.Meant To Be begins when Anderson, a 21-year-old Marine returns from service to say goodbye to his dying father and tries to find the answer to a question that has inexplicably haunted him from his earliest years: Was the alcoholic, abusive man who has so tormented him in his childhood his real fatherShockingly, the answer turns out to be "No." Unbeknown to him, at least until that point, his mother, a German Protestant, fell in love during World War II with a Russian Jew and bore his child. Anderson learns this information as a young man but he and his mother keep this secret for another 35 years, until the day Anderson now an unusually successful publishing executive meets an unknown brother who, it turns out, has lived a nearly parallel life. Meant To Be is a love story, a journey of self-discovery and spirituality, and a provocative challenge to common notions about the role of heredity in our lives.

Dad SaidOlestad, we can do i t all. . . .Why do you make me do thisBecause it's beautiful when it all comes together.I don't think it's ever beautiful.One day.Never.We'll see, my father said. Vamanos.From the age of three, Norman Ollestad was thrust into the world of surfing and competitive downhill skiing by the intense, charismatic father he both idolized and resented. While his friends were riding bikes, playing ball, and going to birthday parties, young Norman was whisked away in pursuit of wild and demanding adventures. Yet it were these exhilarating tests of skill that prepared "Boy Wonder," as his father called him, to become a fearless champion and ultimately saved his life.Flying to a ski championship ceremony in February 1979, the chartered Cessna carrying Norman, his father, his father's girlfriend, and the pilot crashed into the San Gabriel Mountains and was suspended at 8,200 feet, engulfed in a blizzard. "Dad and I were a team, and he was Superman," Ollestad writes. But now Norman's father was dead, and the devastated eleven-year-old had to descend the treacherous, icy mountain alone.Set amid the spontaneous, uninhibited surf culture of Malibu and Mexico in the late 1970s, this riveting memoir, written in crisp Hemingwayesque prose, recalls Ollestad's childhood and the magnetic man whose determination and love infuriated and inspired him and also taught him to overcome the indomitable. As it illuminates the complicated bond between an extraordinary father and his son, Ollestad's powerful and unforgettable true story offers remarkable insight for us all.

Her mother was a brainy knockout with the sultry beauty of Marilyn Monroe, a raconteur whose fierce wit could shock an audience into hilarity or silence. Her father was a distinguished figure in American letters, the National Book Award–winning author of four of the greatest novels of World War II ever written. A daughter of privilege with a seemingly fairy-tale-like life, Kaylie Jones was raised in the Hamptons via France in the 1960s and '70s, surrounded by the glitterati who orbited her famous father, James Jones. Legendary for their hospitality, her handsome, celebrated parents held court in their home around an antique bar an eighteenth-century wooden pulpit taken from a French village church playing host to writers, actors, movie stars, film directors, socialites, diplomats, an emperor, and even the occasional spy. Kaylie grew up amid such family friends as William Styron, Irwin Shaw, James Baldwin, and Willie Morris, and socialized with the likes of Truman Capote, Norman Mailer, George Plimpton, and Kurt Vonnegut.Her beloved father showed young Kaylie the value of humility, hard work, and education, with its power to overcome ignorance, intolerance, and narrow-mindedness, and instilled in her a love of books and knowledge. From her mother, Gloria, she learned perfect posture, the twist, the fear of abandonment, and soul-shattering cruelty. Two constants defined Kaylie's childhood: literature and alcohol. "Only one word was whispered in the house, as if it were the worst insult you could call someone," she writes, "alcoholic was a word my parents reserved for the most appalling and shameful cases drunks who made public scenes or tried to kill themselves or ended up in the street or in an institution. If you could hold your liquor and go to work, you were definitely not an alcoholic." When her father died from heart failure complicated by years of drinking, sixteen-year-old Kaylie was broken and lost. For solace she turned to his work, looking beyond the man she worshipped to discover the artist and his craft, determined that she too would write. Her loss also left her powerless to withstand her mother's withering barbs and shattering criticism, or halt Gloria's further descent into a bottle one of the few things mother and daughter shared. From adolescence, Kaylie too used drink as a refuge, a way to anesthetize her sadness, anger, and terror. For years after her father's death, she denied the blackouts, the hangovers, the lost days, the rage, the depression. Broken and bereft, she began reading her father's novels and those writers who came before and after him and also pursued her own writing. With this, she found the courage to open the door on the truth of her own addiction.Lies My Mother Never Told Me is the mesmerizing and luminously told story of Kaylie's battle with alcoholism and her struggle to flourish despite the looming shadow of a famous father and an emotionally abusive and damaged mother. Deeply intimate, brutally honest, yet limned by humor and grace, it is a beautifully written tale of personal evolution, family secrets, second chances, and one determined woman's journey to find her own voice and the courage to embrace a life filled with possibility, strength, and love.

150 of the World's Funniest and Most Delightful Christmas CardsKaren Robert has spent the last several years tracking down the wonderful and wacky Christmas cards represented in this book the best out of tens of thousands she has reviewed. Featuring everything from young couples in love, classic kids-'n'-dogs, and quirky workplace situations to every incarnation of Santa fat, thin, young, old, canine these cards will surprise you with their irrepressible creativity. Some are heartwarming, some are hilarious, some are simply strange but every single one was actually sent out as a Christmas card. So whether you're one of the millions of people who love all things Christmas, looking for inspiration for your own holiday card, or just a desperate Scrooge on the hunt for the perfect stocking stuffer, pick up Merry Christmas from . . . for a holiday pick-me-up.

One Person Can Make a Difference In search of adventure, twenty-nine-year-old Conor Grennan traded his day job for a year-long trip around the globe, a journey that began with a three-month stint volunteering at the Little Princes Children's Home, an orphanage in war-torn Nepal. Conor was initially reluctant to volunteer, unsure whether he had the proper skill, or enough passion, to get involved in a developing country in the middle of a civil war. But he was soon overcome by the herd of rambunctious, resilient children who would challenge and reward him in a way that he had never imagined. When Conor learned the unthinkable truth about their situation, he was stunned: The children were not orphans at all. Child traffickers were promising families in remote villages to protect their children from the civil war for a huge fee by taking them to safety. They would then abandon the children far from home, in the chaos of Nepal's capital, Kathmandu.For Conor, what began as a footloose adventure becomes a commitment to reunite the children he had grown to love with their families, but this would be no small task. He would risk his life on a journey through the legendary mountains of Nepal, facing the dangers of a bloody civil war and a debilitating injury. Waiting for Conor back in Kathmandu, and hopeful he would make it out before being trapped in by snow, was the woman who would eventually become his wife and share his life's work. Little Princes is a true story of families and children, and what one person is capable of when faced with seemingly insurmountable odds. At turns tragic, joyful, and hilarious, Little Princes is a testament to the power of faith and the ability of love to carry us beyond our wildest expectations.

"What do you think of my fiction book writing?" the aspiring novelist extorted. "Darn," the editor hectored, in turn. "I can not publish your novel! It is full of what we in the business call 'really awful writing.'" "But how shall I absolve this dilemmaI have already read every tome available on how to write well and get published!" The writer tossed his head about, wildly."It might help," opined the blonde editor, helpfully, "to ponder how NOT to write a novel, so you might avoid the very thing!" Many writing books offer sound advice on how to write well. This is not one of those books. On the contrary, this is a collection of terrible, awkward, and laughably unreadable excerpts that will teach you what to avoid at all costs if you ever want your novel published. In How Not to Write a Novel, authors Howard Mittelmark and Sandra Newman distill their 30 years combined experience in teaching, editing, writing, and reviewing fiction to bring you real advice from the other side of the query letter. Rather than telling you how or what to write, they identify the 200 most common mistakes unconsciously made by writers and teach you to recognize, avoid, and amend them. With hilarious "mis-examples" to demonstrate each manu*-mangling error, they'll help you troubleshoot your beginnings and endings, bad guys, love interests, style, jokes, perspective, voice, and more. As funny as it is useful, this essential how-NOT-to guide will help you get your manu* out of the slush pile and into the bookstore.

Uniquely fusing practical advice on writing with his own insights into the craft, Pulitzer Prize-winning author Richard Rhodes constructs beautiful prose about the issues would-be writers are most afraid to articulate: How do I dare writeWhere do I beginWhat do I do with this story I have to tell that fills and breaks my heartRich with personal vignettes about Rhode's sources of inspiration, How to Write is also a memoir of one of the most original and celebrated writers of our day.

"Save me! My child is acting like a brat!"What parent hasn't thought her child was a brat at one point or anotherWhether your child really is a brat, is at risk of becoming one, or is simply trying to grow up in a world filled with temptations and distractions, you'll love this book! It's the ultimate hands-on guide to cultivating character traits that are tried-and-true "bratbusters." Full of no-nonsense, practical "Tips and Scripts," You're Not the Boss of Me offers just the help you need to deal with many of the more challenging behaviors typical of four- to twelve-year-olds. With Betsy Brown Braun's humorous, supportive, and authoritative voice as a guide, navigating some of the most exasperating aspects of these formative years with confidence and laying the groundwork for your child's future just got a whole lot easier! It's All Here What to Say and Do to Help Your Child: Get Over the Gimmes Tell the Truth Be Self-Reliant Develop Empathy Show Gratitude Be Respectful Take Responsibility Be Independent Exercise Humor and Not Be Spoiled!

Advance your skills in efficient data analysis and data processing using the powerful tools of Scala, Spark, and Hadoop About This Book This is a primer on functional-programming-style techniques to help you efficiently process and analyze all of your data Get acquainted with the best and newest tools available such as Scala, Spark, Parquet and MLlib for machine learning Learn the best practices to incorporate new Big Data machine learning in your data-driven enterprise to gain future scalability and maintainability Who This Book Is For Mastering Scala Machine Learning is intended for enthusiasts who want to plunge into the new pool of emerging techniques for machine learning. Some familiarity with standard statistical techniques is required. What You Will Learn Sharpen your functional programming skills in Scala using REPL Apply standard and advanced machine learning techniques using Scala Get acquainted with Big Data technologies and grasp why we need a functional approach to Big Data Discover new data structures, algorithms, approaches, and habits that will allow you to work effectively with large amounts of data Understand the principles of supervised and unsupervised learning in machine learning Work with unstructured data and serialize it using Kryo, Protobuf, Avro, and AvroParquet Construct reliable and robust data pipelines and manage data in a data-driven enterprise Implement scalable model monitoring and alerts with Scala In Detail Since the advent of object-oriented programming, new technologies related to Big Data are constantly popping up on the market. One such technology is Scala, which is considered to be a successor to Java in the area of Big Data by many, like Java was to C/C++ in the area of distributed programing. This book aims to take your knowledge to next level and help you impart that knowledge to build advanced applications such as social media mining, intelligent news portals, and more. After a quick refresher on functional programming concepts using REPL, you will see some practical examples of setting up the development environment and tinkering with data. We will then explore working with Spark and MLlib using k-means and decision trees. Most of the data that we produce today is unstructured and raw, and you will learn to tackle this type of data with advanced topics such as regression, classification, integration, and working with graph algorithms. Finally, you will discover at how to use Scala to perform complex concept analysis, to monitor model performance, and to build a model repository. By the end of this book, you will have gained expertise in performing Scala machine learning and will be able to build complex machine learning projects using Scala. Style and approach This hands-on guide dives straight into implementing Scala for machine learning without delving much into mathematical proofs or validations. There are ample code examples and tricks that will help you sail through using the standard techniques and libraries. This book provides practical examples from the field on how to correctly tackle data analysis problems, particularly for modern Big Data datasets.