Are you looking for read ebook online? Search for your book and save it on your Kindle device, PC, phones or tablets. Download Cutting-edge Marketing Analytics PDF full book. Access full book title Cutting-edge Marketing Analytics by Rajkumar Venkatesan. Download full books in PDF and EPUB format.
Author: Rajkumar Venkatesan Publisher: Pearson Education ISBN: 0133552527 Category : Business & Economics Languages : en Pages : 321
Book Description
This is today's most complete and practical guide to modern marketing analytics methods and tools. Through real case studies, you'll learn how to connect marketing inputs to customer behavior, use predictive models to develop forward-looking, what-if scenarios, and effectively apply analytics to strategic decision making in marketing. Covering the three core areas of marketing analytics - statistical analysis, experiments, and managerial intuition - the book is organized to help you apply the right analytics processes to each strategic marketing question. For each challenge, the authors fully describe the needed methodology, illuminating it with case studies that show the appropriate quantitative and data analysis tools at work. Each chapter mirrors a module within a typical masters-level Marketing Analytics course. For each marketing problem, the authors help you: Identify the right data and analytics techniques Conduct the analysis and obtain insights from it Outline what-if scenarios and define optimal solutions Connect your insights to strategic marketing decisions As you proceed, you'll gain an in-depth understanding of: The importance of marketing analytics for forward-looking and systematic allocation of marketing resources How to integrate quantitative analysis with managerial sensibility How to conduct strategic marketing data analysis via linear regression, logistic regression, cluster analysis, and Anova models The role of careful experimental design in marketing analytics and resource allocation Each chapter contains technical notes that provide the statistical knowledge you'll need to conduct the analysis, paired with case studies of real companies addressing marketing issues, and real data you can use to apply the concepts and perform the analysis yourself.
Author: Rajkumar Venkatesan Publisher: Pearson Education ISBN: 0133552527 Category : Business & Economics Languages : en Pages : 321
Book Description
This is today's most complete and practical guide to modern marketing analytics methods and tools. Through real case studies, you'll learn how to connect marketing inputs to customer behavior, use predictive models to develop forward-looking, what-if scenarios, and effectively apply analytics to strategic decision making in marketing. Covering the three core areas of marketing analytics - statistical analysis, experiments, and managerial intuition - the book is organized to help you apply the right analytics processes to each strategic marketing question. For each challenge, the authors fully describe the needed methodology, illuminating it with case studies that show the appropriate quantitative and data analysis tools at work. Each chapter mirrors a module within a typical masters-level Marketing Analytics course. For each marketing problem, the authors help you: Identify the right data and analytics techniques Conduct the analysis and obtain insights from it Outline what-if scenarios and define optimal solutions Connect your insights to strategic marketing decisions As you proceed, you'll gain an in-depth understanding of: The importance of marketing analytics for forward-looking and systematic allocation of marketing resources How to integrate quantitative analysis with managerial sensibility How to conduct strategic marketing data analysis via linear regression, logistic regression, cluster analysis, and Anova models The role of careful experimental design in marketing analytics and resource allocation Each chapter contains technical notes that provide the statistical knowledge you'll need to conduct the analysis, paired with case studies of real companies addressing marketing issues, and real data you can use to apply the concepts and perform the analysis yourself.
Author: Rajkumar Venkatesan Publisher: University of Virginia Press ISBN: 081394516X Category : Business & Economics Languages : en Pages : 278
Book Description
The authors of the pioneering Cutting-Edge Marketing Analytics return to the vital conversation of leveraging big data with Marketing Analytics: Essential Tools for Data-Driven Decisions, which updates and expands on the earlier book as we enter the 2020s. As they illustrate, big data analytics is the engine that drives marketing, providing a forward-looking, predictive perspective for marketing decision-making. The book presents actual cases and data, giving readers invaluable real-world instruction. The cases show how to identify relevant data, choose the best analytics technique, and investigate the link between marketing plans and customer behavior. These actual scenarios shed light on the most pressing marketing questions, such as setting the optimal price for one’s product or designing effective digital marketing campaigns. Big data is currently the most powerful resource to the marketing professional, and this book illustrates how to fully harness that power to effectively maximize marketing efforts.
Author: Alex Polishchuk Publisher: ISBN: Category : Languages : en Pages : 114
Book Description
Digital marketing is an innovative way to attract a large audience to your online project. There are a wide variety of online marketing techniques that you can use, such as social media marketing, content marketing, email marketing, search engine optimization, affiliate marketing, inbound marketing, mobile marketing, display advertising, paid search, web analytics, conversion optimization, etc. In this digital marketing book, we will discuss how to make these marketing techniques work in sync with each other.Role of digital marketing in 2021The COVID-19 pandemic has made a significant impact on the digitization process. The digital world is a part of our lives now more than ever. According to the Q2 2020 report from the U.S. Census Bureau, U.S. retail e-commerce has reached $211.5 billion. That's up 31.8% from the first quarter and up 44.5% year-over-year.Industry experts, marketing professionals, and digital marketers believe that digital marketing influence will continue to grow.After reading this book, you will have: - A clear picture of your competitors' activity online.- A set of tools to track your work's effectiveness, and you will be able to monitor what your team is doing.- Understand how to attract customers from search engines, social networks, and mailing lists.- How to form checklists and detailed guides for further independent work on your project.Types and examples of digital marketingNowadays, digital marketing is everywhere! Digital marketers communicate with audiences through search engine marketing, social media marketing, paid search, content strategy, display advertising, marketing analytics, big data, and machine learning. If you think that Big Tech is watching you online, you are certainly right!Digital marketing specialists work with massive amounts of data and analytic tools to target ads better.Why should you choose this digital marketing book?So why should you choose us over other online books and digital marketing training? You will have the opportunity to learn digital marketing online from top internet marketing professionals: We are industry experts! We have over 12 years of experience in online marketing. Our agency has Google Premier Partner and Facebook Marketing Partner status.I've personally collected a vast amount of digital marketing qualifications and marketing certifications (Google Analytics Individual Qualification, Google Ads Individual Qualification, Bing Ads Accredited Professional, Search Ads360 Certified, and others)We've launched over 1,500 successful marketing strategies and marketing campaigns during our careersWe have over 9,000 digital marketing specialists enrolled in our online books, and they all passed their Google Analytics and Google Ads digital marketing certifications.Our digital marketing books are easy to understand.
Author: Andrew R. Thomas Publisher: Bloomsbury Publishing USA ISBN: 0313084513 Category : Business & Economics Languages : en Pages : 233
Book Description
In a marketplace increasingly defined by customer categories with high expectations for service, quality, and responsiveness, companies are discovering that traditional mass marketing approaches are giving way to more targeted approaches that communicate directly with their customers. But to many consumers, direct marketing has a bad reputation, associated with intrusive door-to-door salesmen, dinnertime phone solicitations, junk mail, and, most recently, e-mail spam. In Direct Marketing in Action, a team of experts in the field dispels common myths and misconceptions about direct marketing and showcases the most current practices, principles, and techniques. The authors cover the full range of issues that must be considered in developing an effective direct marketing strategy, including competitive analysis, information and data management, media and channel selection, building brand loyalty, and measuring the results of campaigns. Bridging the gap between research and practice, clearly defining terms and concepts, and featuring numerous examples, Direct Marketing in Action will serve as an essential handbook for marketers and a comprehensive overview for students, teachers, and researchers. From the dentist who sends check-up reminders to his patients to the hotel chain that customizes room amenities based on their guests' profiles, direct marketing is infused with the idea that the best allocation of our marketing dollar is one that focuses on and communicates with our particular micro market—and reinforces the distinctive benefits that we provide to those customers. In Direct Marketing in Action the authors cover the full range of issues that must be considered in developing an effective direct marketing strategy, including competitive analysis, information and data management, media and channel selection, building brand loyalty, and measuring the results of campaigns. Bridging the gap between research and practice, clearly defining terms and concepts, featuring numerous examples, and presented in a format that can be read cover-to-cover or in modular fashion, Direct Marketing in Action will serve as an essential handbook for marketers and a comprehensive overview for students, teachers, and researchers.
Author: Raj Venkatesan Publisher: Stanford University Press ISBN: 1503628043 Category : Business & Economics Languages : en Pages : 295
Book Description
This book offers a direct, actionable plan CMOs can use to map out initiatives that are properly sequenced and designed for success—regardless of where their marketing organization is in the process. The authors pose the following critical questions to marketers: (1) How should modern marketers be thinking about artificial intelligence and machine learning? and (2) How should marketers be developing a strategy and plan to implement AI into their marketing toolkit? The opening chapters provide marketing leaders with an overview of what exactly AI is and how is it different than traditional computer science approaches. Venkatesan and Lecinski, then, propose a best-practice, five-stage framework for implementing what they term the "AI Marketing Canvas." Their approach is based on research and interviews they conducted with leading marketers, and offers many tangible examples of what brands are doing at each stage of the AI Marketing Canvas. By way of guidance, Venkatesan and Lecinski provide examples of brands—including Google, Lyft, Ancestry.com, and Coca-Cola—that have successfully woven AI into their marketing strategies. The book concludes with a discussion of important implications for marketing leaders—for your team and culture.
Author: Mirza Rahim Baig Publisher: Packt Publishing Ltd ISBN: 1800563884 Category : Computers Languages : en Pages : 637
Book Description
Turbocharge your marketing plans by making the leap from simple descriptive statistics in Excel to sophisticated predictive analytics with the Python programming language Key FeaturesUse data analytics and machine learning in a sales and marketing contextGain insights from data to make better business decisionsBuild your experience and confidence with realistic hands-on practiceBook Description Unleash the power of data to reach your marketing goals with this practical guide to data science for business. This book will help you get started on your journey to becoming a master of marketing analytics with Python. You'll work with relevant datasets and build your practical skills by tackling engaging exercises and activities that simulate real-world market analysis projects. You'll learn to think like a data scientist, build your problem-solving skills, and discover how to look at data in new ways to deliver business insights and make intelligent data-driven decisions. As well as learning how to clean, explore, and visualize data, you'll implement machine learning algorithms and build models to make predictions. As you work through the book, you'll use Python tools to analyze sales, visualize advertising data, predict revenue, address customer churn, and implement customer segmentation to understand behavior. By the end of this book, you'll have the knowledge, skills, and confidence to implement data science and machine learning techniques to better understand your marketing data and improve your decision-making. What you will learnLoad, clean, and explore sales and marketing data using pandasForm and test hypotheses using real data sets and analytics toolsVisualize patterns in customer behavior using MatplotlibUse advanced machine learning models like random forest and SVMUse various unsupervised learning algorithms for customer segmentationUse supervised learning techniques for sales predictionEvaluate and compare different models to get the best outcomesOptimize models with hyperparameter tuning and SMOTEWho this book is for This marketing book is for anyone who wants to learn how to use Python for cutting-edge marketing analytics. Whether you're a developer who wants to move into marketing, or a marketing analyst who wants to learn more sophisticated tools and techniques, this book will get you on the right path. Basic prior knowledge of Python and experience working with data will help you access this book more easily.
Author: Omer Artun Publisher: John Wiley & Sons ISBN: 1119037336 Category : Business & Economics Languages : en Pages : 284
Book Description
Make personalized marketing a reality with this practical guide to predictive analytics Predictive Marketing is a predictive analytics primer for organizations large and small, offering practical tips and actionable strategies for implementing more personalized marketing immediately. The marketing paradigm is changing, and this book provides a blueprint for navigating the transition from creative- to data-driven marketing, from one-size-fits-all to one-on-one, and from marketing campaigns to real-time customer experiences. You'll learn how to use machine-learning technologies to improve customer acquisition and customer growth, and how to identify and re-engage at-risk or lapsed customers by implementing an easy, automated approach to predictive analytics. Much more than just theory and testament to the power of personalized marketing, this book focuses on action, helping you understand and actually begin using this revolutionary approach to the customer experience. Predictive analytics can finally make personalized marketing a reality. For the first time, predictive marketing is accessible to all marketers, not just those at large corporations — in fact, many smaller organizations are leapfrogging their larger counterparts with innovative programs. This book shows you how to bring predictive analytics to your organization, with actionable guidance that get you started today. Implement predictive marketing at any size organization Deliver a more personalized marketing experience Automate predictive analytics with machine learning technology Base marketing decisions on concrete data rather than unproven ideas Marketers have long been talking about delivering personalized experiences across channels. All marketers want to deliver happiness, but most still employ a one-size-fits-all approach. Predictive Marketing provides the information and insight you need to lift your organization out of the campaign rut and into the rarefied atmosphere of a truly personalized customer experience.
Author: Kevin K Byon Publisher: Taylor & Francis ISBN: 1000618935 Category : Sports & Recreation Languages : en Pages : 384
Book Description
This book explores sport marketing analytics, an essential and crucially important aspect of contemporary sport business. Successful sport marketing begins and ends with the consumer, so understanding the consumer experience is critical. Marketing Analysis in Sport Business demonstrates how rigorous analytical procedures are the key to developing effective, evidence-based marketing practices that reflect real consumer needs. Presenting cutting-edge case studies of sport marketing analytics in action, the book explores topics such as digital communications, social media, digital ticketing, event marketing, the economic impact of COVID-19, developing sport brands, and conducting research with athletes and event participants. Written by a team of authors from 15 countries, including Australia, China, France, Iran, Italy, Japan, Mexico, New Zealand, Serbia, South Korea, Spain, Taiwan, the United Kingdom, the United States, and Venezuela, the book offers insight from a variety of cultural contexts and new perspectives on the global sport industry. Marketing Analysis in Sport Business is illuminating reading for any advanced student, researcher or professional working in sport business and management, sport development, marketing, strategic management, or international business.
Author: Michael Minelli Publisher: John Wiley & Sons ISBN: 111814760X Category : Business & Economics Languages : en Pages : 230
Book Description
Unique prospective on the big data analytics phenomenon for both business and IT professionals The availability of Big Data, low-cost commodity hardware and new information management and analytics software has produced a unique moment in the history of business. The convergence of these trends means that we have the capabilities required to analyze astonishing data sets quickly and cost-effectively for the first time in history. These capabilities are neither theoretical nor trivial. They represent a genuine leap forward and a clear opportunity to realize enormous gains in terms of efficiency, productivity, revenue and profitability. The Age of Big Data is here, and these are truly revolutionary times. This timely book looks at cutting-edge companies supporting an exciting new generation of business analytics. Learn more about the trends in big data and how they are impacting the business world (Risk, Marketing, Healthcare, Financial Services, etc.) Explains this new technology and how companies can use them effectively to gather the data that they need and glean critical insights Explores relevant topics such as data privacy, data visualization, unstructured data, crowd sourcing data scientists, cloud computing for big data, and much more.
Author: Rajkumar Venkatesan
Author: Rajkumar Venkatesan
Author: Rajkumar Venkatesan
Author: Rajkumar Venkatesan
Author: Alex Polishchuk
Author: Andrew R. Thomas
Author: Raj Venkatesan
Author: Mirza Rahim Baig
Author: Omer Artun
Author: Kevin K Byon
Author: Michael Minelli