One To One Personalization In The Age Of Machine Learning
Download One To One Personalization In The Age Of Machine Learning full books in PDF, epub, and Kindle. Read online free One To One Personalization In The Age Of Machine Learning ebook anywhere anytime directly on your device. Fast Download speed and no annoying ads. We cannot guarantee that every ebooks is available!
Author | : Karl Wirth |
Publisher | : |
Total Pages | : 182 |
Release | : 1901 |
Genre | : |
ISBN | : 9780999369456 |
For over 25 years, marketers have longed to connect with their customers and prospects as individuals. As the volume of customer communications across touch points grows exponentially and consumers' attention spans shrink by the day, delivering maximally relevant, individualized experiences has become an imperative. And while the one-to-one dream h.
Author | : Julian McAuley |
Publisher | : Cambridge University Press |
Total Pages | : 338 |
Release | : 2022-02-03 |
Genre | : Computers |
ISBN | : 1009008579 |
Every day we interact with machine learning systems offering individualized predictions for our entertainment, social connections, purchases, or health. These involve several modalities of data, from sequences of clicks to text, images, and social interactions. This book introduces common principles and methods that underpin the design of personalized predictive models for a variety of settings and modalities. The book begins by revising 'traditional' machine learning models, focusing on adapting them to settings involving user data, then presents techniques based on advanced principles such as matrix factorization, deep learning, and generative modeling, and concludes with a detailed study of the consequences and risks of deploying personalized predictive systems. A series of case studies in domains ranging from e-commerce to health plus hands-on projects and code examples will give readers understanding and experience with large-scale real-world datasets and the ability to design models and systems for a wide range of applications.
Author | : Karl Wirth |
Publisher | : Bookbaby |
Total Pages | : 230 |
Release | : 2020-01-07 |
Genre | : Business & Economics |
ISBN | : 9780999369449 |
For over 25 years, marketers have longed to connect with their customers and prospects as individuals. As the volume of customer communications across touch points grows exponentially and consumers' attention spans shrink by the day, delivering maximally relevant, individualized experiences has become an imperative. And while the one-to-one dream had been unattainable for years, machine learning and real-time processing have made it possible today. In this book--now in its second edition--discover what one-to-one personalization is all about, how it's evolved and what the future entails. Learn how it's driven by machine learning, delivered across channels and powered by in-depth customer data brought together in a customer data platform (CDP). Get inspired by the potential for your business and gain insights on how to develop your own personalization strategy and program. Discover how to turn the one-to-one dream into a reality.
Author | : Audrey Watters |
Publisher | : MIT Press |
Total Pages | : 325 |
Release | : 2023-02-07 |
Genre | : Education |
ISBN | : 026254606X |
How ed tech was born: Twentieth-century teaching machines--from Sidney Pressey's mechanized test-giver to B. F. Skinner's behaviorist bell-ringing box. Contrary to popular belief, ed tech did not begin with videos on the internet. The idea of technology that would allow students to "go at their own pace" did not originate in Silicon Valley. In Teaching Machines, education writer Audrey Watters offers a lively history of predigital educational technology, from Sidney Pressey's mechanized positive-reinforcement provider to B. F. Skinner's behaviorist bell-ringing box. Watters shows that these machines and the pedagogy that accompanied them sprang from ideas--bite-sized content, individualized instruction--that had legs and were later picked up by textbook publishers and early advocates for computerized learning. Watters pays particular attention to the role of the media--newspapers, magazines, television, and film--in shaping people's perceptions of teaching machines as well as the psychological theories underpinning them. She considers these machines in the context of education reform, the political reverberations of Sputnik, and the rise of the testing and textbook industries. She chronicles Skinner's attempts to bring his teaching machines to market, culminating in the famous behaviorist's efforts to launch Didak 101, the "pre-verbal" machine that taught spelling. (Alternate names proposed by Skinner include "Autodidak," "Instructomat," and "Autostructor.") Telling these somewhat cautionary tales, Watters challenges what she calls "the teleology of ed tech"--the idea that not only is computerized education inevitable, but technological progress is the sole driver of events.
Author | : William Ammerman |
Publisher | : McGraw Hill Professional |
Total Pages | : 320 |
Release | : 2019-05-24 |
Genre | : Business & Economics |
ISBN | : 1260441261 |
Marketers are harnessing the enormous power of AI to drive unprecedented results The world of marketing is undergoing major change. Sophisticated algorithms can test billions of marketing messages and measure results, and shift the weight of campaigns—all in real time. What’s next? A complete transformation of marketing as we know it, where machines themselves design and implement customized advertising tactics at virtually every point of digital contact. The Invisible Brand provides an in-depth exploration of the risks and rewards of this epochal shift—while delivering the information and insight you need to stay ahead of the game. Renowned technologist William Ammerman draws from his decades of experience at the forefront of digital marketing to provide a roadmap to our data-driven future. You’ll learn how data and AI will forge a new level of persuasiveness and influence for reshaping consumers’ buying decisions. You’ll understand the technology behind these changes and see how it is already at work in digital assistants, recommendation engines and digital advertising. And you’ll find unmatched insight into how to harness the power of artificial intelligence for maximum results. As we enter the age of mass customization of messaging, power and influence will go to those who know the consumer best. Whether you are a marketing executive or concerned citizen, The Invisible Brand provides everything you need to understand how brands are harnessing the extraordinary amounts of data at their disposal—and capitalizing on it with AI.
Author | : Peggy Grant |
Publisher | : International Society for Technology in Education |
Total Pages | : 200 |
Release | : 2014-06-21 |
Genre | : Education |
ISBN | : 1564845443 |
Personalized Learning: A Guide for Engaging Students with Technology is designed to help educators make sense of the shifting landscape in modern education. While changes may pose significant challenges, they also offer countless opportunities to engage students in meaningful ways to improve their learning outcomes. Personalized learning is the key to engaging students, as teachers are leading the way toward making learning as relevant, rigorous, and meaningful inside school as outside and what kids do outside school: connecting and sharing online, and engaging in virtual communities of their own Renowned author of the Heck: Where the Bad Kids Go series, Dale Basye, and award winning educator Peggy Grant, provide a go-to tool available to every teacher today—technology as a way to ‘personalize’ the education experience for every student, enabling students to learn at their various paces and in the way most appropriate to their learning styles.
Author | : Kim Ann King |
Publisher | : Pearson Education |
Total Pages | : 256 |
Release | : 2015-03-23 |
Genre | : Business & Economics |
ISBN | : 0134084640 |
To succeed at B2B marketing today, you must excel across all areas: from getting your message out, to generating demand, to enabling sales teams. New technologies and new techniques make excellence possible. Now, top B2B marketer Kim Ann King brings together all the best practices and tools you need to make excellence real. In The Complete Guide to B2B Marketing, King helps you succeed by focusing on the three pillars of cutting-edge B2B marketing: automation, personalization, and experimentation. Drawing on her pioneering experience at companies like Akamai and Open Market, King shows how to: Systematically assess your context and customer, via personas, profiles, and other powerful techniques Choose among today's panoply of marketing options, tools, and techniques Build a more agile B2B marketing organization, and link its goals more tightly to strategy More accurately estimate marketing spend and ROI Systematically optimize demand generation and many other key functions Leverage higher-value approaches to web/mobile, SEO, and customer community-building Gain more value from corporate standards and your creative services vendors Discover what worked and what didn't, and use this knowledge to improve more quickly You'll find comprehensive, actionable resources, including best-practices checklists for every tactic, vendor checklists for evaluating new marketing technologies, a complete corporate marketing plan outline, and a start-to-finish marketing communications case study. If you're a B2B marketer, you'll find The Complete Guide to B2B Marketing invaluable – whatever your company's size, product, service, or industry.
Author | : Don Peppers |
Publisher | : John Wiley & Sons |
Total Pages | : 517 |
Release | : 2022-04-26 |
Genre | : Business & Economics |
ISBN | : 1119815339 |
Every business on the planet is trying to maximize the value created by its customers Learn how to do it, step by step, in this newly revised Fourth Edition of Managing Customer Experience and Relationships: A Strategic Framework. Written by Don Peppers and Martha Rogers, Ph.D., recognized for decades as two of the world's leading experts on customer experience issues, the book combines theory, case studies, and strategic analyses to guide a company on its own quest to position its customers at the very center of its business model, and to "treat different customers differently." This latest edition adds new material including: How to manage the mass-customization principles that drive digital interactions How to understand and manage data-driven marketing analytics issues, without having to do the math How to implement and monitor customer success management, the new discipline that has arisen alongside software-as-a-service businesses How to deal with the increasing threat to privacy, autonomy, and competition posed by the big tech companies like Facebook, Amazon, and Google Teaching slide decks to accompany the book, author-written test banks for all chapters, a complete glossary for the field, and full indexing Ideal not just for students, but for managers, executives, and other business leaders, Managing Customer Experience and Relationships should prove an indispensable resource for marketing, sales, or customer service professionals in both the B2C and B2B world.
Author | : Lomit Patel |
Publisher | : "O'Reilly Media, Inc." |
Total Pages | : 213 |
Release | : 2020-01-30 |
Genre | : Business & Economics |
ISBN | : 1492059269 |
How can startups successfully scale customer acquisition and revenue growth with a Lean team? Out-of-the-box acquisition solutions from Facebook, Google, and others provide a good start, but the companies that can tailor those solutions to meet their specific needs, objectives, and goals will come out winners. But that hasn’t been an easy task—until now. With this practical book, author Lomit Patel shows you how to use AI and automation to provide an operational layer atop those acquisition solutions to deliver amazing results for your company. You’ll learn how to adapt, customize, and personalize cross-channel user journeys to help your company attract and retain customers—to usher in the new age of Autonomous Marketing. Learn how AI and automation can support the customer acquisition efforts of a Lean Startup Dive into Customer Acquisition 3.0, an initiative for gaining and retaining customers Explore ways to use AI for marketing purposes Understand the key metrics for determining the growth of your startup Determine the right strategy to foster user acquisition in your company Manage the increased complexity and risk inherent in AI projects
Author | : Val Swisher |
Publisher | : XML Press |
Total Pages | : 280 |
Release | : 2021-03-08 |
Genre | : Computers |
ISBN | : 1937434737 |
According to Infosys, 86% of consumers surveyed indicated that personalized content has some impact on what they purchase and 25% said that personalization plays a large role in their purchases. And yet, looking at the data, two things stand out: Most companies say that personalizing the customer experience is a critical "must have," and they have the statistics to back it up. Very few companies believe they are delivering enough personalized content, or deliver it well. What's holding these companies back from their personalization goals? And how can you avoid the pitfalls and make personalization possible with your own enterprise content? In this book, global content strategy expert Val Swisher and senior content strategist Regina Lynn Preciado show you exactly what it takes to deliver personalized experiences at scale. You'll learn: Why personalized content is imperative to the enterprise Why so many companies fail to deliver - and how to avoid the pitfalls The five dimensions of content standardization How to bring people, technology, and process together The impact of big data and artificial intelligence The only way to deliver personalized content at scale is to automate the process at the point of delivery. And for that to work, you've got to change how you "do" content. The Personalization Paradox: Why Companies Fail (and How to Succeed) at Delivering Personalized Experiences at Scale shows you how.