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Book Synopsis Netflix Recommends by : Mattias Frey
Download or read book Netflix Recommends written by Mattias Frey and published by Univ of California Press. This book was released on 2021-10-05 with total page 282 pages. Available in PDF, EPUB and Kindle. Book excerpt: Introduction -- Why we need film and series suggestions -- How algorithmic recommender systems work -- Cracking the code, part I : developing Netflix's recommendation algorithms -- Cracking the code, part II : unpacking Netflix's myth of big data -- How real people choose films and series -- Afterword : robot critics vs. human experts -- Appendix : designing the empirical audience study.
Book Synopsis Netflix Recommends by : Mattias Frey
Download or read book Netflix Recommends written by Mattias Frey and published by Univ of California Press. This book was released on 2021-10-05 with total page 282 pages. Available in PDF, EPUB and Kindle. Book excerpt: Algorithmic recommender systems, deployed by media companies to suggest content based on users’ viewing histories, have inspired hopes for personalized, curated media but also dire warnings of filter bubbles and media homogeneity. Curiously, both proponents and detractors assume that recommender systems for choosing films and series are novel, effective, and widely used. Scrutinizing the world’s most subscribed streaming service, Netflix, this book challenges that consensus. Investigating real-life users, marketing rhetoric, technical processes, business models, and historical antecedents, Mattias Frey demonstrates that these choice aids are neither as revolutionary nor as alarming as their celebrants and critics maintain—and neither as trusted nor as widely used. Netflix Recommends brings to light the constellations of sources that real viewers use to choose films and series in the digital age and argues that although some lament AI’s hostile takeover of humanistic cultures, the thirst for filters, curators, and critics is stronger than ever.
Book Synopsis Film Criticism in the Digital Age by : Mattias Frey
Download or read book Film Criticism in the Digital Age written by Mattias Frey and published by Rutgers University Press. This book was released on 2015-04-20 with total page 285 pages. Available in PDF, EPUB and Kindle. Book excerpt: Over the past decade, as digital media has expanded and print outlets have declined, pundits have bemoaned a “crisis of criticism” and mourned the “death of the critic.” Now that well-paying jobs in film criticism have largely evaporated, while blogs, message boards, and social media have given new meaning to the saying that “everyone’s a critic,” urgent questions have emerged about the status and purpose of film criticism in the twenty-first century. In Film Criticism in the Digital Age, ten scholars from across the globe come together to consider whether we are witnessing the extinction of serious film criticism or seeing the start of its rebirth in a new form. Drawing from a wide variety of case studies and methodological perspectives, the book’s contributors find many signs of the film critic’s declining clout, but they also locate surprising examples of how critics—whether moonlighting bloggers or salaried writers—have been able to intervene in current popular discourse about arts and culture. In addition to collecting a plethora of scholarly perspectives, Film Criticism in the Digital Age includes statements from key bloggers and print critics, like Armond White and Nick James. Neither an uncritical celebration of digital culture nor a jeremiad against it, this anthology offers a comprehensive look at the challenges and possibilities that the Internet brings to the evaluation, promotion, and explanation of artistic works.
Book Synopsis From the Corner of the Oval by : Beck Dorey-Stein
Download or read book From the Corner of the Oval written by Beck Dorey-Stein and published by Random House. This book was released on 2018-07-10 with total page 352 pages. Available in PDF, EPUB and Kindle. Book excerpt: NEW YORK TIMES BESTSELLER • What if you lived out the drama of your twenties on Air Force One? “[This] breezy page turner is essentially Bridget Jones goes to the White House.”—The New York Times RECOMMENDED READING theSkimm • Today • Entertainment Weekly • Refinery29 • Bustle • PopSugar • Vanity Fair • The New York Times Editors’ Choice • Paste In 2012, Beck Dorey-Stein is working five part-time jobs and just scraping by when a posting on Craigslist lands her, improbably, in the Oval Office as one of Barack Obama’s stenographers. The ultimate D.C. outsider, she joins the elite team who accompany the president wherever he goes, recorder and mic in hand. On whirlwind trips across time zones, Beck forges friendships with a dynamic group of fellow travelers—young men and women who, like her, leave their real lives behind to hop aboard Air Force One in service of the president. As she learns to navigate White House protocols and more than once runs afoul of the hierarchy, Beck becomes romantically entangled with a consummate D.C. insider, and suddenly the political becomes all too personal. Against a backdrop of glamour, drama, and intrigue, this is the story of a young woman learning what truly matters, and, in the process, discovering her voice. Praise for From the Corner of the Oval “Who knew the West Wing could be so sexy? Beck Dorey-Stein’s unparalleled access is obvious on every page, along with her knife-sharp humor. I tore through the entire book on a four-hour flight and loved reading all about the brilliant yet hard-partying people who once surrounded the leader of the free world. Lots of books claim to give real insider glimpses, but this one actually delivers.”—Lauren Weisberger, author of The Devil Wears Prada “Dorey-Stein . . . writes with wit and self-deprecating humor.”—The Wall Street Journal “Addictively readable . . . Dorey-Stein’s spunk and her sparkling, crackling prose had me cheering for her through each adventure. . . . She never loses her starry-eyed optimism, her pinch-me wonderment, her Working Girl pluck.”—Paul Begala, The New York Times Book Review (Editors’ Choice)
Book Synopsis Hands-On Recommendation Systems with Python by : Rounak Banik
Download or read book Hands-On Recommendation Systems with Python written by Rounak Banik and published by Packt Publishing Ltd. This book was released on 2018-07-31 with total page 141 pages. Available in PDF, EPUB and Kindle. Book excerpt: With Hands-On Recommendation Systems with Python, learn the tools and techniques required in building various kinds of powerful recommendation systems (collaborative, knowledge and content based) and deploying them to the web Key Features Build industry-standard recommender systems Only familiarity with Python is required No need to wade through complicated machine learning theory to use this book Book Description Recommendation systems are at the heart of almost every internet business today; from Facebook to Netflix to Amazon. Providing good recommendations, whether it's friends, movies, or groceries, goes a long way in defining user experience and enticing your customers to use your platform. This book shows you how to do just that. You will learn about the different kinds of recommenders used in the industry and see how to build them from scratch using Python. No need to wade through tons of machine learning theory—you'll get started with building and learning about recommenders as quickly as possible.. In this book, you will build an IMDB Top 250 clone, a content-based engine that works on movie metadata. You'll use collaborative filters to make use of customer behavior data, and a Hybrid Recommender that incorporates content based and collaborative filtering techniques With this book, all you need to get started with building recommendation systems is a familiarity with Python, and by the time you're fnished, you will have a great grasp of how recommenders work and be in a strong position to apply the techniques that you will learn to your own problem domains. What you will learn Get to grips with the different kinds of recommender systems Master data-wrangling techniques using the pandas library Building an IMDB Top 250 Clone Build a content based engine to recommend movies based on movie metadata Employ data-mining techniques used in building recommenders Build industry-standard collaborative filters using powerful algorithms Building Hybrid Recommenders that incorporate content based and collaborative fltering Who this book is for If you are a Python developer and want to develop applications for social networking, news personalization or smart advertising, this is the book for you. Basic knowledge of machine learning techniques will be helpful, but not mandatory.
Download or read book The Innocent Man written by John Grisham and published by Anchor. This book was released on 2010-03-16 with total page 409 pages. Available in PDF, EPUB and Kindle. Book excerpt: #1 NEW YORK TIMES BESTSELLER • LOOK FOR THE NETFLIX ORIGINAL DOCUMENTARY SERIES • “Both an American tragedy and [Grisham’s] strongest legal thriller yet, all the more gripping because it happens to be true.”—Entertainment Weekly John Grisham’s first work of nonfiction: a true crime masterpiece that tells the story of small town justice gone terribly awry. In the Major League draft of 1971, the first player chosen from the state of Oklahoma was Ron Williamson. When he signed with the Oakland A’s, he said goodbye to his hometown of Ada and left to pursue his dreams of big league glory. Six years later he was back, his dreams broken by a bad arm and bad habits. He began to show signs of mental illness. Unable to keep a job, he moved in with his mother and slept twenty hours a day on her sofa. In 1982, a twenty-one-year-old cocktail waitress in Ada named Debra Sue Carter was raped and murdered, and for five years the police could not solve the crime. For reasons that were never clear, they suspected Ron Williamson and his friend Dennis Fritz. The two were finally arrested in 1987 and charged with capital murder. With no physical evidence, the prosecution’s case was built on junk science and the testimony of jailhouse snitches and convicts. Dennis Fritz was found guilty and given a life sentence. Ron Williamson was sent to death row. If you believe that in America you are innocent until proven guilty, this book will shock you. If you believe in the death penalty, this book will disturb you. If you believe the criminal justice system is fair, this book will infuriate you. Don’t miss Framed, John Grisham’s first work of nonfiction since The Innocent Man, co-authored with Centurion Ministries founder Jim McCloskey.
Download or read book Social Commerce written by Efraim Turban and published by Springer. This book was released on 2015-11-17 with total page 331 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is a multidisciplinary textbook on social commerce by leading authors of e-commerce and e-marketing textbooks, with contributions by several industry experts. It is effectively the first true textbook on this topic and can be used in one of the following ways: Textbook for a standalone elective course at the undergraduate or graduate levels (including MBA and executive MBA programs) Supplementary text in marketing, management or Information Systems disciplines Training courses in industry Support resources for researchers and practitioners in the fields of marketing, management and information management The book examines the latest trends in e-commerce, including social businesses, social networking, social collaboration, innovations and mobility. Individual chapters cover tools and platforms for social commerce; supporting theories and concepts; marketing communications; customer engagement and metrics; social shopping; social customer service and CRM contents; the social enterprise; innovative applications; strategy and performance management; and implementing social commerce systems. Each chapter also includes a real-world example as an opening case; application cases and examples; exhibits; a chapter summary; review questions and end-of-chapter exercises. The book also includes a glossary and key terms, as well as supplementary materials that include PowerPoint lecture notes, an Instructor’s Manual, a test bank and five online tutorials.
Book Synopsis Unbelievable by : T. Christian Miller
Download or read book Unbelievable written by T. Christian Miller and published by Crown. This book was released on 2019-09-03 with total page 304 pages. Available in PDF, EPUB and Kindle. Book excerpt: Now the Netflix Limited Series Unbelievable, starring Toni Collette, Merritt Wever, and Kaitlyn Dever • Two Pulitzer Prize-winning journalists tell the riveting true crime story of a teenager charged with lying about having been raped—and the detectives who followed a winding path to arrive at the truth. “Gripping . . . [with a] John Grisham–worthy twist.”—Emily Bazelon, New York Times Book Review (Editors’ Choice) On August 11, 2008, eighteen-year-old Marie reported that a masked man broke into her apartment near Seattle, Washington, and raped her. Within days police and even those closest to Marie became suspicious of her story. The police swiftly pivoted and began investigating Marie. Confronted with inconsistencies in her story and the doubts of others, Marie broke down and said her story was a lie—a bid for attention. Police charged Marie with false reporting, and she was branded a liar. More than two years later, Colorado detective Stacy Galbraith was assigned to investigate a case of sexual assault. Describing the crime to her husband that night, Galbraith learned that the case bore an eerie resemblance to a rape that had taken place months earlier in a nearby town. She joined forces with the detective on that case, Edna Hendershot, and the two soon discovered they were dealing with a serial rapist: a man who photographed his victims, threatening to release the images online, and whose calculated steps to erase all physical evidence suggested he might be a soldier or a cop. Through meticulous police work the detectives would eventually connect the rapist to other attacks in Colorado—and beyond. Based on investigative files and extensive interviews with the principals, Unbelievable is a serpentine tale of doubt, lies, and a hunt for justice, unveiling the disturbing truth of how sexual assault is investigated today—and the long history of skepticism toward rape victims. Previously published as A False Report
Book Synopsis That Will Never Work by : Marc Randolph
Download or read book That Will Never Work written by Marc Randolph and published by Little, Brown. This book was released on 2019-09-17 with total page 336 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the tradition of Phil Knight's Shoe Dog comes the incredible untold story of how Netflix went from concept to company-all revealed by co-founder and first CEO Marc Randolph. Once upon a time, brick-and-mortar video stores were king. Late fees were ubiquitous, video-streaming unheard was of, and widespread DVD adoption seemed about as imminent as flying cars. Indeed, these were the widely accepted laws of the land in 1997, when Marc Randolph had an idea. It was a simple thought—leveraging the internet to rent movies—and was just one of many more and far worse proposals, like personalized baseball bats and a shampoo delivery service, that Randolph would pitch to his business partner, Reed Hastings, on their commute to work each morning. But Hastings was intrigued, and the pair—with Hastings as the primary investor and Randolph as the CEO—founded a company. Now with over 150 million subscribers, Netflix's triumph feels inevitable, but the twenty first century's most disruptive start up began with few believers and calamity at every turn. From having to pitch his own mother on being an early investor, to the motel conference room that served as a first office, to server crashes on launch day, to the now-infamous meeting when Netflix brass pitched Blockbuster to acquire them, Marc Randolph's transformational journey exemplifies how anyone with grit, gut instincts, and determination can change the world—even with an idea that many think will never work. What emerges, though, isn't just the inside story of one of the world's most iconic companies. Full of counter-intuitive concepts and written in binge-worthy prose, it answers some of our most fundamental questions about taking that leap of faith in business or in life: How do you begin? How do you weather disappointment and failure? How do you deal with success? What even is success? From idea generation to team building to knowing when it's time to let go, That Will Never Work is not only the ultimate follow-your-dreams parable, but also one of the most dramatic and insightful entrepreneurial stories of our time.
Download or read book Interior Chinatown written by Charles Yu and published by Vintage. This book was released on 2020-11-17 with total page 290 pages. Available in PDF, EPUB and Kindle. Book excerpt: NEW YORK TIMES BESTSELLER • NATIONAL BOOK AWARD WINNER • From the infinitely inventive author of How to Live Safely in a Science Fictional Universe comes "one of the funniest books of the year.... A delicious, ambitious Hollywood satire" (The Washington Post). A deeply personal novel about race, pop culture, immigration, assimilation, and escaping the roles we are forced to play. Willis Wu doesn’t perceive himself as the protagonist in his own life: he’s merely Generic Asian Man. Sometimes he gets to be Background Oriental Making a Weird Face or even Disgraced Son, but always he is relegated to a prop. Yet every day, he leaves his tiny room in a Chinatown SRO and enters the Golden Palace restaurant, where Black and White, a procedural cop show, is in perpetual production. He’s a bit player here, too, but he dreams of being Kung Fu Guy—the most respected role that anyone who looks like him can attain. Or is it? After stumbling into the spotlight, Willis finds himself launched into a wider world than he’s ever known, discovering not only the secret history of Chinatown, but the buried legacy of his own family. Infinitely inventive and deeply personal, exploring the themes of pop culture, assimilation, and immigration—Interior Chinatown is Charles Yu’s most moving, daring, and masterful novel yet.
Download or read book Networked Life written by Mung Chiang and published by Cambridge University Press. This book was released on 2012-09-10 with total page 506 pages. Available in PDF, EPUB and Kindle. Book excerpt: How does Google sell ad space and rank webpages? How does Netflix recommend movies and Amazon rank products? How can you influence people on Facebook and Twitter and can you really reach anyone in six steps? Why doesn't the internet collapse under congestion and does it have an Achilles' heel? Why are you charged per gigabyte for mobile data and how can Skype and BitTorrent be free? How are cloud services so scalable and why is WiFi slower at hotspots than at home? Driven by twenty real-world questions about our networked lives, this book explores the technology behind the multi-trillion dollar internet and wireless industries. Providing easily understandable answers for the casually curious, alongside detailed explanations for those looking for in-depth discussion, this thought-provoking book is essential reading for students in engineering, science and economics, for network industry professionals and anyone curious about how technological and social networks really work.
Download or read book From Scratch written by Tembi Locke and published by Simon and Schuster. This book was released on 2019-04-30 with total page 352 pages. Available in PDF, EPUB and Kindle. Book excerpt: Now a limited Netflix series starring Zoe Saldana! This Reese Witherspoon Book Club Pick and New York Times bestseller is “a captivating story of love lost and found” (Kirkus Reviews) set in the lush Sicilian countryside, where one woman discovers the healing powers of food, family, and unexpected grace in her darkest hours. It was love at first sight when actress Tembi met professional chef, Saro, on a street in Florence. There was just one problem: Saro’s traditional Sicilian family did not approve of his marrying a black American woman. However, the couple, heartbroken but undeterred, forged on. They built a happy life in Los Angeles, with fulfilling careers, deep friendships, and the love of their lives: a baby girl they adopted at birth. Eventually, they reconciled with Saro’s family just as he faced a formidable cancer that would consume all their dreams. From Scratch chronicles three summers Tembi spends in Sicily with her daughter, Zoela, as she begins to piece together a life without her husband in his tiny hometown hamlet of farmers. Where once Tembi was estranged from Saro’s family, now she finds solace and nourishment—literally and spiritually—at her mother-in-law’s table. In the Sicilian countryside, she discovers the healing gifts of simple fresh food, the embrace of a close knit community, and timeless traditions and wisdom that light a path forward. All along the way she reflects on her and Saro’s romance—an incredible love story that leaps off the pages. In Sicily, it is said that every story begins with a marriage or a death—in Tembi Locke’s case, it is both. “Locke’s raw and heartfelt memoir will uplift readers suffering from the loss of their own loved ones” (Publishers Weekly), but her story is also about love, finding a home, and chasing flavor as an act of remembrance. From Scratch is for anyone who has dared to reach for big love, fought for what mattered most, and those who needed a powerful reminder that life is...delicious.
Book Synopsis Big Data for beginners by : Cybellium Ltd
Download or read book Big Data for beginners written by Cybellium Ltd and published by Cybellium Ltd. This book was released on 2023-09-26 with total page 177 pages. Available in PDF, EPUB and Kindle. Book excerpt: Unlock the Power of Big Data Analytics in the Modern World Are you ready to dive into the fascinating world of big data analytics? "Big Data for Beginners" is your essential guide to understanding and harnessing the potential of big data in the modern era. Whether you're new to the concept or looking to expand your knowledge, this comprehensive book equips you with the foundational knowledge and tools to navigate the complexities of big data and make informed decisions. Key Features: 1. Introduction to Big Data: Dive deep into the fundamental concepts of big data, from its definition to its significance in today's data-driven landscape. Build a strong foundation that empowers you to navigate the vast world of big data. 2. Understanding Data Sources: Navigate the diverse sources of big data, including structured, semi-structured, and unstructured data. Learn how to gather, process, and manage data from various sources to extract valuable insights. 3. Big Data Technologies: Discover the technologies that power big data analytics. Explore tools like Hadoop, Spark, and NoSQL databases, understanding their role in processing and analyzing massive datasets. 4. Data Storage and Processing: Master the art of storing and processing big data effectively. Learn about distributed file systems, data warehouses, and batch and real-time processing to ensure scalability and efficiency. 5. Data Analysis and Visualization: Uncover strategies for analyzing and visualizing big data. Explore techniques for data exploration, pattern recognition, and creating compelling visual representations that convey insights effectively. 6. Machine Learning and Predictive Analytics: Delve into the world of machine learning and predictive analytics using big data. Learn how to build models that make accurate predictions and informed decisions based on massive datasets. 7. Big Data Security and Privacy: Explore the challenges of securing and preserving privacy in the realm of big data. Learn how to implement encryption, access controls, and anonymization techniques to protect sensitive information. 8. Real-World Applications: Discover the myriad applications of big data across industries. From healthcare to finance, retail to marketing, explore how big data is transforming business operations and decision-making. 9. Challenges and Future Trends: Gain insights into the challenges posed by big data, such as data quality and scalability issues. Explore the future trends and advancements that are shaping the evolution of big data analytics. 10. Ethical Considerations: Delve into the ethical considerations surrounding big data. Learn about responsible data usage, addressing bias, and maintaining transparency in the collection and analysis of data. Who This Book Is For: "Big Data for Beginners" is an indispensable resource for individuals, students, professionals, and enthusiasts who are eager to grasp the fundamentals of big data analytics. Whether you're a beginner curious about the world of data or an experienced professional seeking to enhance your skills, this book will guide you through the intricacies and empower you to harness the potential of big data.
Book Synopsis Exploring Management by : John R. Schermerhorn, Jr
Download or read book Exploring Management written by John R. Schermerhorn, Jr and published by John Wiley & Sons. This book was released on 2009-12-30 with total page 557 pages. Available in PDF, EPUB and Kindle. Book excerpt: Exploring Management, Second Edition by John Schermerhorn, presents a new and exciting approach in teaching and learning the principles of management. This text is organized within a unique learning system tailored to students’ reading and study styles. It offers a clean, engaging and innovative approach that motivates students and helps them understand and master management principles.
Book Synopsis The Rise of Over-the-Top (OTT) Media and Implications for Media Consumption and Production by : Kalorth, Nithin
Download or read book The Rise of Over-the-Top (OTT) Media and Implications for Media Consumption and Production written by Kalorth, Nithin and published by IGI Global. This book was released on 2024-01-24 with total page 318 pages. Available in PDF, EPUB and Kindle. Book excerpt: The rapid increase in popularity of major streaming services is having a massive impact on more traditional media outlets. Over-the-Top (OTT) Media is the term given to these types of services, which bypass the traditional media sources through an internet connection. How will OTT media force traditional forms of media to adjust and adapt in order to remain relevant? The Rise of Over-the-Top (OTT) Media and Implications for Media Consumption and Production is a timely edited volume that delves into the transformative emergence of Over-the-Top (OTT) media, which is reshaping the landscape of media consumption and production. The book traces the historical roots of OTT media, establishing a contextual understanding of its rapid rise and impact on the industry. Analyzing the complex web of business models and revenue streams in the OTT industry, the publication sheds light on the competitive dynamics, the entry of new players, and the subsequent effects on traditional media companies. It offers a fresh perspective, recognizing OTT media as a distinct and transformative medium, different from conventional film and television studies. Navigating the myriad aspects of OTT media, the book examines market trends and dynamics, showcasing the intricate technological infrastructure of OTT services, encompassing platforms, devices, and delivery methods. Engaging with contemporary issues, the book investigates the intersections of OTT media with news, entertainment, advertising, marketing, and the global south, fostering a holistic understanding of its far-reaching impact. As an essential reference for scholars, researchers, and media professionals, this book not only helps unravel the complexities of this rapidly evolving medium but also equips its readers with valuable insights to navigate the dynamic digital media landscape.
Book Synopsis Recommendation Engines by : Michael Schrage
Download or read book Recommendation Engines written by Michael Schrage and published by MIT Press. This book was released on 2020-09-01 with total page 306 pages. Available in PDF, EPUB and Kindle. Book excerpt: How companies like Amazon, Netflix, and Spotify know what "you might also like": the history, technology, business, and societal impact of online recommendation engines. Increasingly, our technologies are giving us better, faster, smarter, and more personal advice than our own families and best friends. Amazon already knows what kind of books and household goods you like and is more than eager to recommend more; YouTube and TikTok always have another video lined up to show you; Netflix has crunched the numbers of your viewing habits to suggest whole genres that you would enjoy. In this volume in the MIT Press's Essential Knowledge series, innovation expert Michael Schrage explains the origins, technologies, business applications, and increasing societal impact of recommendation engines, the systems that allow companies worldwide to know what products, services, and experiences "you might also like."
Book Synopsis Information Technology for Management by : Efraim Turban
Download or read book Information Technology for Management written by Efraim Turban and published by John Wiley & Sons. This book was released on 2021-04-06 with total page 640 pages. Available in PDF, EPUB and Kindle. Book excerpt: Information Technology for Management, 12th Edition, provides students with a comprehensive understanding of the latest technological developments in IT and the critical drivers of business performance, growth, and sustainability. Integrating feedback from IT managers and practitioners from top-level organizations worldwide, the newest edition of this well-regarded textbook features thoroughly revised content throughout to present students with a realistic, up-to-date view of IT management in the current business environment. The text offers a flexible, student-friendly presentation of the material through a pedagogy that is designed to help students with different learning styles easily comprehend and retain information. This blended learning approach combines visual, textual, and interactive content—featuring numerous real-world case studies of how businesses use IT to increase efficiency and productivity, strengthen collaboration and communication, and maximize their competitive advantage. Students learn how IT is leveraged to reshape enterprises, engage and retain customers, optimize systems and processes, manage business relationships and projects, and more.
