Fighting Churn With Data

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Fighting Churn with Data

Author : Carl S. Gold
Publisher : Manning Publications
ISBN 13 : 161729652X
Total Pages : 502 pages
Book Rating : 4.6/5 (172 download)

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Book Synopsis Fighting Churn with Data by : Carl S. Gold

Download or read book Fighting Churn with Data written by Carl S. Gold and published by Manning Publications. This book was released on 2020-12-22 with total page 502 pages. Available in PDF, EPUB and Kindle. Book excerpt: The beating heart of any product or service business is returning clients. Don't let your hard-won customers vanish, taking their money with them. In Fighting Churn with Data you'll learn powerful data-driven techniques to maximize customer retention and minimize actions that cause them to stop engaging or unsubscribe altogether. Summary The beating heart of any product or service business is returning clients. Don't let your hard-won customers vanish, taking their money with them. In Fighting Churn with Data you'll learn powerful data-driven techniques to maximize customer retention and minimize actions that cause them to stop engaging or unsubscribe altogether. This hands-on guide is packed with techniques for converting raw data into measurable metrics, testing hypotheses, and presenting findings that are easily understandable to non-technical decision makers. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the technology Keeping customers active and engaged is essential for any business that relies on recurring revenue and repeat sales. Customer turnover—or “churn”—is costly, frustrating, and preventable. By applying the techniques in this book, you can identify the warning signs of churn and learn to catch customers before they leave. About the book Fighting Churn with Data teaches developers and data scientists proven techniques for stopping churn before it happens. Packed with real-world use cases and examples, this book teaches you to convert raw data into measurable behavior metrics, calculate customer lifetime value, and improve churn forecasting with demographic data. By following Zuora Chief Data Scientist Carl Gold’s methods, you’ll reap the benefits of high customer retention. What's inside Calculating churn metrics Identifying user behavior that predicts churn Using churn reduction tactics with customer segmentation Applying churn analysis techniques to other business areas Using AI for accurate churn forecasting About the reader For readers with basic data analysis skills, including Python and SQL. About the author Carl Gold (PhD) is the Chief Data Scientist at Zuora, Inc., the industry-leading subscription management platform. Table of Contents: PART 1 - BUILDING YOUR ARSENAL 1 The world of churn 2 Measuring churn 3 Measuring customers 4 Observing renewal and churn PART 2 - WAGING THE WAR 5 Understanding churn and behavior with metrics 6 Relationships between customer behaviors 7 Segmenting customers with advanced metrics PART 3 - SPECIAL WEAPONS AND TACTICS 8 Forecasting churn 9 Forecast accuracy and machine learning 10 Churn demographics and firmographics 11 Leading the fight against churn

Predictive Analytics

Author : Eric Siegel
Publisher : John Wiley & Sons
ISBN 13 : 1119145686
Total Pages : 368 pages
Book Rating : 4.1/5 (191 download)

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Book Synopsis Predictive Analytics by : Eric Siegel

Download or read book Predictive Analytics written by Eric Siegel and published by John Wiley & Sons. This book was released on 2016-01-13 with total page 368 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Mesmerizing & fascinating..." —The Seattle Post-Intelligencer "The Freakonomics of big data." —Stein Kretsinger, founding executive of Advertising.com Award-winning | Used by over 30 universities | Translated into 9 languages An introduction for everyone. In this rich, fascinating — surprisingly accessible — introduction, leading expert Eric Siegel reveals how predictive analytics (aka machine learning) works, and how it affects everyone every day. Rather than a “how to” for hands-on techies, the book serves lay readers and experts alike by covering new case studies and the latest state-of-the-art techniques. Prediction is booming. It reinvents industries and runs the world. Companies, governments, law enforcement, hospitals, and universities are seizing upon the power. These institutions predict whether you're going to click, buy, lie, or die. Why? For good reason: predicting human behavior combats risk, boosts sales, fortifies healthcare, streamlines manufacturing, conquers spam, optimizes social networks, toughens crime fighting, and wins elections. How? Prediction is powered by the world's most potent, flourishing unnatural resource: data. Accumulated in large part as the by-product of routine tasks, data is the unsalted, flavorless residue deposited en masse as organizations churn away. Surprise! This heap of refuse is a gold mine. Big data embodies an extraordinary wealth of experience from which to learn. Predictive analytics (aka machine learning) unleashes the power of data. With this technology, the computer literally learns from data how to predict the future behavior of individuals. Perfect prediction is not possible, but putting odds on the future drives millions of decisions more effectively, determining whom to call, mail, investigate, incarcerate, set up on a date, or medicate. In this lucid, captivating introduction — now in its Revised and Updated edition — former Columbia University professor and Predictive Analytics World founder Eric Siegel reveals the power and perils of prediction: What type of mortgage risk Chase Bank predicted before the recession. Predicting which people will drop out of school, cancel a subscription, or get divorced before they even know it themselves. Why early retirement predicts a shorter life expectancy and vegetarians miss fewer flights. Five reasons why organizations predict death — including one health insurance company. How U.S. Bank and Obama for America calculated the way to most strongly persuade each individual. Why the NSA wants all your data: machine learning supercomputers to fight terrorism. How IBM's Watson computer used predictive modeling to answer questions and beat the human champs on TV's Jeopardy! How companies ascertain untold, private truths — how Target figures out you're pregnant and Hewlett-Packard deduces you're about to quit your job. How judges and parole boards rely on crime-predicting computers to decide how long convicts remain in prison. 182 examples from Airbnb, the BBC, Citibank, ConEd, Facebook, Ford, Google, the IRS, LinkedIn, Match.com, MTV, Netflix, PayPal, Pfizer, Spotify, Uber, UPS, Wikipedia, and more. How does predictive analytics work? This jam-packed book satisfies by demystifying the intriguing science under the hood. For future hands-on practitioners pursuing a career in the field, it sets a strong foundation, delivers the prerequisite knowledge, and whets your appetite for more. A truly omnipresent science, predictive analytics constantly affects our daily lives. Whether you are a consumer of it — or consumed by it — get a handle on the power of Predictive Analytics.

Hello Swift!

Author : Puneet Bakshi
Publisher : Simon and Schuster
ISBN 13 : 1638355827
Total Pages : 613 pages
Book Rating : 4.6/5 (383 download)

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Book Synopsis Hello Swift! by : Puneet Bakshi

Download or read book Hello Swift! written by Puneet Bakshi and published by Simon and Schuster. This book was released on 2019-04-19 with total page 613 pages. Available in PDF, EPUB and Kindle. Book excerpt: Summary Hello Swift! is a how-to guide to programming iOS Apps with the Swift language, written from a kid's perspective. This approachable, well-illustrated, step-by-step guide takes you from beginning programming concepts all the way through developing complete apps. (Adults will like it too!) Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the Technology It's fun to play games and explore new things on your iPhone. How amazing would it be to create your own apps? With a little practice, you can! Apple's Swift language, along with special coding playgrounds and an easy-to-use programming environment, make it easier than ever. Take it from author Tanmay Bakshi, who started programming when he was just five years old. About the Book His book, Hello Swift! iOS app programming for kids and other beginners, teaches you how to write apps for iPhones and iOS devices step by step, starting with your first line of Swift code. Packed with dozens of apps and special exercises, the book will teach you how to program by writing games, solving puzzles, and exploring what your iPhone can do. Hello Swift! gets you started. Where you go next is up to you! What's inside Crystal-clear explanations anyone can understand Kid-friendly examples, including games and puzzles Learn by doing—you'll build dozens of small apps Exercises that encourage critical thinking About the Reader Written for kids who want to learn how to program. (Psst! Adults like it, too.) About the Author Tanmay Bakshi had his first app on the iOS App Store at the age of nine. He's now the youngest IBM Champion, a Cloud Advisor, Watson Developer, TED Speaker, and Manning author! Table of Contents Get ready to build apps with Swift! Create your first app Your first real Swift code using variables I/O laboratory Computers make decisions, too! Let computers do repetitive work Knitting variables into arrays and dictionaries Reuse your code: Clean it with function detergent Reduce your code: Use less, do more with class detergent Reading and writing files Frameworks: Bookshelves of classes SpriteKit: Fun animation time Time to watch your WatchKit code Continuing your journey with Swift

Data Preparation for Data Mining

Author : Dorian Pyle
Publisher : Morgan Kaufmann
ISBN 13 : 9781558605299
Total Pages : 566 pages
Book Rating : 4.6/5 (52 download)

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Book Synopsis Data Preparation for Data Mining by : Dorian Pyle

Download or read book Data Preparation for Data Mining written by Dorian Pyle and published by Morgan Kaufmann. This book was released on 1999-03-22 with total page 566 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book focuses on the importance of clean, well-structured data as the first step to successful data mining. It shows how data should be prepared prior to mining in order to maximize mining performance.

Encyclopedia of Data Science and Machine Learning

Author : Wang, John
Publisher : IGI Global
ISBN 13 : 1799892212
Total Pages : 3296 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Encyclopedia of Data Science and Machine Learning by : Wang, John

Download or read book Encyclopedia of Data Science and Machine Learning written by Wang, John and published by IGI Global. This book was released on 2023-01-20 with total page 3296 pages. Available in PDF, EPUB and Kindle. Book excerpt: Big data and machine learning are driving the Fourth Industrial Revolution. With the age of big data upon us, we risk drowning in a flood of digital data. Big data has now become a critical part of both the business world and daily life, as the synthesis and synergy of machine learning and big data has enormous potential. Big data and machine learning are projected to not only maximize citizen wealth, but also promote societal health. As big data continues to evolve and the demand for professionals in the field increases, access to the most current information about the concepts, issues, trends, and technologies in this interdisciplinary area is needed. The Encyclopedia of Data Science and Machine Learning examines current, state-of-the-art research in the areas of data science, machine learning, data mining, and more. It provides an international forum for experts within these fields to advance the knowledge and practice in all facets of big data and machine learning, emphasizing emerging theories, principals, models, processes, and applications to inspire and circulate innovative findings into research, business, and communities. Covering topics such as benefit management, recommendation system analysis, and global software development, this expansive reference provides a dynamic resource for data scientists, data analysts, computer scientists, technical managers, corporate executives, students and educators of higher education, government officials, researchers, and academicians.

The Art of Support

Author : Francoise Tourniaire
Publisher : Lulu.com
ISBN 13 : 1329873319
Total Pages : 389 pages
Book Rating : 4.3/5 (298 download)

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Book Synopsis The Art of Support by : Francoise Tourniaire

Download or read book The Art of Support written by Francoise Tourniaire and published by Lulu.com. This book was released on 2016-02-02 with total page 389 pages. Available in PDF, EPUB and Kindle. Book excerpt: Are you a customer success or support executive curious about adapting industry best practices to your organization? Are you a newly-promoted customer success or support manager with plenty of ideas, but not much management experience? Or are you an executive with no hands-on experience with customer success, but wanting to learn more about how to decrease churn and improve revenue expansion from existing customers? The Art of Support is a practical guide for managers and executives that answers your questions. In it, you will find: - Best practices for customer success and support, from designing customer lifecycle journeys, to managing day-to-day activities, to measuring results. - Nuanced recommendations to build or improve your organization. - Dozens of practical tools you can use right away such as customer scorecards, sample support portfolios, hiring checklists, decision trees for selecting support models, job ladders, and budget templates.

Big Data in Practice

Author : Bernard Marr
Publisher : John Wiley & Sons
ISBN 13 : 1119231396
Total Pages : 320 pages
Book Rating : 4.1/5 (192 download)

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Book Synopsis Big Data in Practice by : Bernard Marr

Download or read book Big Data in Practice written by Bernard Marr and published by John Wiley & Sons. This book was released on 2016-03-22 with total page 320 pages. Available in PDF, EPUB and Kindle. Book excerpt: The best-selling author of Big Data is back, this time with a unique and in-depth insight into how specific companies use big data. Big data is on the tip of everyone's tongue. Everyone understands its power and importance, but many fail to grasp the actionable steps and resources required to utilise it effectively. This book fills the knowledge gap by showing how major companies are using big data every day, from an up-close, on-the-ground perspective. From technology, media and retail, to sport teams, government agencies and financial institutions, learn the actual strategies and processes being used to learn about customers, improve manufacturing, spur innovation, improve safety and so much more. Organised for easy dip-in navigation, each chapter follows the same structure to give you the information you need quickly. For each company profiled, learn what data was used, what problem it solved and the processes put it place to make it practical, as well as the technical details, challenges and lessons learned from each unique scenario. Learn how predictive analytics helps Amazon, Target, John Deere and Apple understand their customers Discover how big data is behind the success of Walmart, LinkedIn, Microsoft and more Learn how big data is changing medicine, law enforcement, hospitality, fashion, science and banking Develop your own big data strategy by accessing additional reading materials at the end of each chapter

A Quantum Murder

Author : Peter F. Hamilton
Publisher : Macmillan
ISBN 13 : 9780812555240
Total Pages : 388 pages
Book Rating : 4.5/5 (552 download)

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Book Synopsis A Quantum Murder by : Peter F. Hamilton

Download or read book A Quantum Murder written by Peter F. Hamilton and published by Macmillan. This book was released on 1998-06-15 with total page 388 pages. Available in PDF, EPUB and Kindle. Book excerpt: Peter F. Hamilton returns to the future world of Mindstar Rising with an engrossing new adventure of Greg Mandel, a freelance operative whose telepathic abilities give him a crucial edge in the high-tech world of the twenty-first century. Professor Edward Kitchener, a double Nobel laureate researching quantum cosmology for the powerful Event Horizon conglomerate, has been savagely murdered. But was he the victim of industrial espionage, personal revenge, or a crime of passion by one of his handpicked team of live-wire students? Event Horizon needs to know, and fast, so Greg Mandel, PSI-boosted veteran of the infamous Mindstar Battalion, must embark on an urgent investigation that ultimately leads him to an astounding confrontation with a past, which, according to the dead man's theories, might never have happened.

Product-Led Growth

Author : Bush Wes
Publisher :
ISBN 13 : 9781777119317
Total Pages : 276 pages
Book Rating : 4.1/5 (193 download)

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Book Synopsis Product-Led Growth by : Bush Wes

Download or read book Product-Led Growth written by Bush Wes and published by . This book was released on 2019-05 with total page 276 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Product-Led Growth is about helping your customers experience the ongoing value your product provides. It is a critical step in successful product design and this book shows you how it's done." - Nir Eyal, Wall Street Journal Bestselling Author of "Hooked"

The Truth Machine

Author : Paul Vigna
Publisher : St. Martin's Press
ISBN 13 : 1250114608
Total Pages : 352 pages
Book Rating : 4.2/5 (51 download)

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Book Synopsis The Truth Machine by : Paul Vigna

Download or read book The Truth Machine written by Paul Vigna and published by St. Martin's Press. This book was released on 2018-02-27 with total page 352 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Views differ on bitcoin, but few doubt the transformative potential of Blockchain technology. The Truth Machine is the best book so far on what has happened and what may come along. It demands the attention of anyone concerned with our economic future." —Lawrence H. Summers, Charles W. Eliot University Professor and President Emeritus at Harvard, Former Treasury Secretary From Michael J. Casey and Paul Vigna, the authors of The Age of Cryptocurrency, comes the definitive work on the Internet’s Next Big Thing: The Blockchain. Big banks have grown bigger and more entrenched. Privacy exists only until the next hack. Credit card fraud is a fact of life. Many of the “legacy systems” once designed to make our lives easier and our economy more efficient are no longer up to the task. Yet there is a way past all this—a new kind of operating system with the potential to revolutionize vast swaths of our economy: the blockchain. In The Truth Machine, Michael J. Casey and Paul Vigna demystify the blockchain and explain why it can restore personal control over our data, assets, and identities; grant billions of excluded people access to the global economy; and shift the balance of power to revive society’s faith in itself. They reveal the disruption it promises for industries including finance, tech, legal, and shipping. Casey and Vigna expose the challenge of replacing trusted (and not-so-trusted) institutions on which we’ve relied for centuries with a radical model that bypasses them. The Truth Machine reveals the empowerment possible when self-interested middlemen give way to the transparency of the blockchain, while highlighting the job losses, assertion of special interests, and threat to social cohesion that will accompany this shift. With the same balanced perspective they brought to The Age of Cryptocurrency, Casey and Vigna show why we all must care about the path that blockchain technology takes—moving humanity forward, not backward.

Behave

Author : Robert M. Sapolsky
Publisher : Penguin
ISBN 13 : 0143110918
Total Pages : 801 pages
Book Rating : 4.1/5 (431 download)

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Book Synopsis Behave by : Robert M. Sapolsky

Download or read book Behave written by Robert M. Sapolsky and published by Penguin. This book was released on 2018-05-01 with total page 801 pages. Available in PDF, EPUB and Kindle. Book excerpt: New York Times bestseller • Winner of the Los Angeles Times Book Prize • One of the Washington Post's 10 Best Books of the Year “It’s no exaggeration to say that Behave is one of the best nonfiction books I’ve ever read.” —David P. Barash, The Wall Street Journal "It has my vote for science book of the year.” —Parul Sehgal, The New York Times "Immensely readable, often hilarious...Hands-down one of the best books I’ve read in years. I loved it." —Dina Temple-Raston, The Washington Post From the bestselling author of A Primate's Memoir and the forthcoming Determined: A Science of Life Without Free Will comes a landmark, genre-defining examination of human behavior and an answer to the question: Why do we do the things we do? Behave is one of the most dazzling tours d’horizon of the science of human behavior ever attempted. Moving across a range of disciplines, Sapolsky—a neuroscientist and primatologist—uncovers the hidden story of our actions. Undertaking some of our thorniest questions relating to tribalism and xenophobia, hierarchy and competition, and war and peace, Behave is a towering achievement—a majestic synthesis of cutting-edge research and a heroic exploration of why we ultimately do the things we do . . . for good and for ill.

Cascade

Author : Maryanne O'Hara
Publisher :
ISBN 13 : 0143123513
Total Pages : 384 pages
Book Rating : 4.1/5 (431 download)

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Book Synopsis Cascade by : Maryanne O'Hara

Download or read book Cascade written by Maryanne O'Hara and published by . This book was released on 2013 with total page 384 pages. Available in PDF, EPUB and Kindle. Book excerpt: Struggling to preserve her family's theater and married to a man desperate for children, would-be artist Desdemona Hart of 1935 Massachusetts is drawn to creative newcomer Jacob Solomon, who is wrongly implicated by anti-Semitic townspeople after a murder.

Keep Your Customers

Author : Ali Cudby
Publisher : Morgan James Publishing
ISBN 13 : 1642796433
Total Pages : 213 pages
Book Rating : 4.6/5 (427 download)

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Book Synopsis Keep Your Customers by : Ali Cudby

Download or read book Keep Your Customers written by Ali Cudby and published by Morgan James Publishing. This book was released on 2020-01-07 with total page 213 pages. Available in PDF, EPUB and Kindle. Book excerpt: This fresh take on retention and revenue is “a useful guide to long-term customer loyalty that’s engaging, insightful and actionable . . . a fast, easy read” (Jonathan Tower, Managing Partner, Catapult VC). It costs 5 to 25 times more for companies to acquire a new customer versus retaining an existing one. That means a company’s process to keep its customers is tied directly to its revenue and profitability. In Keep Your Customers, Ali Cudby provides insights from business leaders, beginning with legendary executive Kay Koplovitz. The book goes on to offer real-world consumer behavior stories, business best practices, and CEO-led case studies in industries ranging from technology (ClusterTruck, PERQ), consumer packaged goods (Soapbox), and retail (Esprit de la Femme, Urban Stems). Interviews with renowned venture capitalists Mark Suster and Kara Nortman of Upfront Ventures, Square Capital executive Jackie Reses, and indie musician Craig Wedren, former Shudder to Think frontman and Yellowjackets composer, are also featured. Keep Your Customers is based on a proven process that has helped companies around the world improve the lifetime value of their clients. Keep Your Customers shares a fresh perspective on the old problem of customer relations. It jumps straight into practical strategies and actionable tactics to bring loyalty marketing to life for large and small businesses alike. Ali Cudby shares how to set up customer engagement for loyalty with a company culture to support it; grow without being stuck in the endless grind of new customer acquisition; and build the most powerful asset for any enterprise—a loyal, long-term, and lucrative customer base.

In Command of History

Author : David Reynolds
Publisher : Random House
ISBN 13 : 0307824802
Total Pages : 1014 pages
Book Rating : 4.3/5 (78 download)

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Book Synopsis In Command of History by : David Reynolds

Download or read book In Command of History written by David Reynolds and published by Random House. This book was released on 2012-09-19 with total page 1014 pages. Available in PDF, EPUB and Kindle. Book excerpt: Winston Churchill was one of the giants of the twentieth century. As Britain’s prime minister from 1940 to 1945, he courageously led his nation and the world away from appeasement, into war, and on to triumph over the Axis dictators. His classic six-volume account of those years, The Second World War, has shaped our perceptions of the conflict and secured Churchill’s place as its most important chronicler. Now, for the first time, a book explains how Churchill wrote this masterwork, and in the process enhances and often revises our understanding of one of history’s most complex, vivid, and eloquent leaders. In Command of History sheds new light on Churchill in his multiple, often overlapping roles as warrior, statesman, politician, and historian. Citing excerpts from the drafts and correspondence for Churchill’s magnum opus, David Reynolds opens our eyes to the myriad forces that shaped its final form. We see how Churchill’ s manuscripts were vetted by Whitehall to conceal secrets such as the breaking of the Enigma code by British spymasters at Bletchley Park, and how Churchill himself edited the volumes to avoid offending postwar statesmen such as Tito, Charles de Gaulle, and Dwight D. Eisenhower. We explore his confusions about the true story of the atomic bomb, learn of his second thoughts about Stalin, and watch him repackage himself as a consistent advocate of the D-Day landings. In Command of History is a major work that forces us to reconsider much received wisdom about World War II. It also peels back the covers from an unjustly neglected period of Churchill’s life, his “second wilderness” years, 1945—1951. During this time Churchill, now over seventy, wrote himself into history, politicked himself back into 10 Downing Street, and delivered some of the most vital oratory of his career, including his pivotal “iron curtain” speech. Exhaustively researched and dazzlingly written, this is a revelatory portrait of one of the world’s most profiled figures, a work by a historian in full command of his craft. “A fascinating account that accomplishes the impossible: [Reynolds] actually finds something new and interesting to say about one of the most chronicled characters of all time.” –The New York Times Book Review A New York Times NOTABLE BOOK OF THE YEAR A BEST HISTORY OF THE YEAR SELECTION –The New York Sun NOTE: This edition does not include photographs.

Albion's Seed

Author : David Hackett Fischer
Publisher : Oxford University Press
ISBN 13 : 9780199743698
Total Pages : 972 pages
Book Rating : 4.7/5 (436 download)

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Book Synopsis Albion's Seed by : David Hackett Fischer

Download or read book Albion's Seed written by David Hackett Fischer and published by Oxford University Press. This book was released on 1991-03-14 with total page 972 pages. Available in PDF, EPUB and Kindle. Book excerpt: This fascinating book is the first volume in a projected cultural history of the United States, from the earliest English settlements to our own time. It is a history of American folkways as they have changed through time, and it argues a thesis about the importance for the United States of having been British in its cultural origins. While most people in the United States today have no British ancestors, they have assimilated regional cultures which were created by British colonists, even while preserving ethnic identities at the same time. In this sense, nearly all Americans are "Albion's Seed," no matter what their ethnicity may be. The concluding section of this remarkable book explores the ways that regional cultures have continued to dominate national politics from 1789 to 1988, and still help to shape attitudes toward education, government, gender, and violence, on which differences between American regions are greater than between European nations.

The Ocean of Churn

Author : Sanjeev Sanyal
Publisher : Penguin UK
ISBN 13 : 9386057611
Total Pages : 265 pages
Book Rating : 4.3/5 (86 download)

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Book Synopsis The Ocean of Churn by : Sanjeev Sanyal

Download or read book The Ocean of Churn written by Sanjeev Sanyal and published by Penguin UK. This book was released on 2016-08-10 with total page 265 pages. Available in PDF, EPUB and Kindle. Book excerpt: Much of human history has played itself out along the rim of the Indian Ocean. In a first-of-its-kind attempt, bestselling author Sanjeev Sanyal tells the history of this significant region, which stretches across East Africa, the Middle East and the Indian subcontinent to South East Asia and Australia. He narrates a fascinating tale about the earliest human migrations out of Africa and the great cities of Angkor and Vijayanagar; medieval Arab empires and Chinese ‘treasure fleets’; the rivalries of European colonial powers and a new dawn. Sanjeev explores remote archaeological sites, ancient inscriptions, maritime trading networks and half-forgotten oral histories, to make exciting revelations. In his inimitable style, he draws upon existing and new evidence to challenge well-established claims about famous historical characters and the flow of history. Adventurers, merchants, explorers, monks, swashbuckling pirates, revolutionaries and warrior princesses populate this colourful and multifaceted narrative. The Ocean of Churn takes the reader on an amazing journey through medieval geopolitics and eyewitness accounts of long-lost cities to the latest genetic discoveries about human origins, bringing alive a region that has defined civilization from the very beginning.

Business and Consumer Analytics: New Ideas

Author : Pablo Moscato
Publisher : Springer
ISBN 13 : 3030062228
Total Pages : 1005 pages
Book Rating : 4.0/5 (3 download)

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Book Synopsis Business and Consumer Analytics: New Ideas by : Pablo Moscato

Download or read book Business and Consumer Analytics: New Ideas written by Pablo Moscato and published by Springer. This book was released on 2019-05-30 with total page 1005 pages. Available in PDF, EPUB and Kindle. Book excerpt: This two-volume handbook presents a collection of novel methodologies with applications and illustrative examples in the areas of data-driven computational social sciences. Throughout this handbook, the focus is kept specifically on business and consumer-oriented applications with interesting sections ranging from clustering and network analysis, meta-analytics, memetic algorithms, machine learning, recommender systems methodologies, parallel pattern mining and data mining to specific applications in market segmentation, travel, fashion or entertainment analytics. A must-read for anyone in data-analytics, marketing, behavior modelling and computational social science, interested in the latest applications of new computer science methodologies. The chapters are contributed by leading experts in the associated fields.The chapters cover technical aspects at different levels, some of which are introductory and could be used for teaching. Some chapters aim at building a common understanding of the methodologies and recent application areas including the introduction of new theoretical results in the complexity of core problems. Business and marketing professionals may use the book to familiarize themselves with some important foundations of data science. The work is a good starting point to establish an open dialogue of communication between professionals and researchers from different fields. Together, the two volumes present a number of different new directions in Business and Customer Analytics with an emphasis in personalization of services, the development of new mathematical models and new algorithms, heuristics and metaheuristics applied to the challenging problems in the field. Sections of the book have introductory material to more specific and advanced themes in some of the chapters, allowing the volumes to be used as an advanced textbook. Clustering, Proximity Graphs, Pattern Mining, Frequent Itemset Mining, Feature Engineering, Network and Community Detection, Network-based Recommending Systems and Visualization, are some of the topics in the first volume. Techniques on Memetic Algorithms and their applications to Business Analytics and Data Science are surveyed in the second volume; applications in Team Orienteering, Competitive Facility-location, and Visualization of Products and Consumers are also discussed. The second volume also includes an introduction to Meta-Analytics, and to the application areas of Fashion and Travel Analytics. Overall, the two-volume set helps to describe some fundamentals, acts as a bridge between different disciplines, and presents important results in a rapidly moving field combining powerful optimization techniques allied to new mathematical models critical for personalization of services. Academics and professionals working in the area of business anyalytics, data science, operations research and marketing will find this handbook valuable as a reference. Students studying these fields will find this handbook useful and helpful as a secondary textbook.