Marketing Analytics Practitioner S Guide The In 4 Volumes

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Marketing Analytics Practitioner's Guide, The - Volume 4: Retail And Statistics

Ashok Charan
Marketing Analytics Practitioner s Guide The Volume 4 Retail And Statistics Book PDF

Author : Ashok Charan
Publisher : World Scientific
Page : 300 pages
File Size : 49,6 Mb
Release : 2023-09-13
Category : Business & Economics
ISBN : 9789811275111

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Marketing Analytics Practitioner's Guide, The - Volume 4: Retail And Statistics by Ashok Charan Pdf

As the use of analytics becomes increasingly important in today's business landscape, The Marketing Analytics Practitioner's Guide (MAPG) provides a thorough understanding of marketing management concepts and their practical applications, making it a valuable resource for professionals and students alike.The four-volume compendium of MAPG provides an in-depth look at marketing management concepts and their practical applications, equipping readers with the knowledge and skills needed to effectively inform daily marketing decisions and strategy development and implementation. It seamlessly blends the art and science of marketing, reflecting the discipline's evolution in the era of data analytics. Whether you're a seasoned marketer or new to the field, the MAPG is an essential guide for mastering the use of analytics in modern marketing practices.Volume IV is divided into two parts — Retail and Statistics for Marketing Analytics. Retail delves into the various aspects of retail tracking, sales and distribution, retail analytics, and category management.The chapter on retail tracking covers in detail the processes that make up a retail measurement service, including the metrics supported by the service, the key benefits of the service, and how the data is interpreted.The sales and distribution chapter covers five key managerial objectives — building distribution, targeting the right channels and chains, optimizing assortment, securing retailer support, and managing stocks in trade.The retail analytics chapter covers a range of diagnostic analytic tools used to extract insights from disaggregate outlet-level data.Category management offers a framework for retailers to manage their business and for suppliers to understand the dynamics of trade marketing.Statistics for Marketing Analytics covers basic statistics, sampling, and marketing mix modelling. It aims to equip readers with the statistical knowledge and tools necessary to analyse and interpret marketing data. The chapters in this part provide a comprehensive understanding of statistical methods and their applications in marketing analytics, including sampling techniques, probability distributions, hypothesis testing, and regression analysis.

Marketing Analytics Practitioner's Guide, the (in 4 Volumes)

Ashok Charan
Marketing Analytics Practitioner s Guide the in 4 Volumes Book PDF

Author : Ashok Charan
Publisher : World Scientific Publishing Company
Page : 0 pages
File Size : 48,8 Mb
Release : 2023-10-13
Category : Business & Economics
ISBN : 981127987X

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Marketing Analytics Practitioner's Guide, the (in 4 Volumes) by Ashok Charan Pdf

As the use of analytics becomes increasingly important in today's business landscape, The Marketing Analytics Practitioner's Guide (MAPG) provides a thorough understanding of marketing management concepts and their practical applications, making it a valuable resource for professionals and students alike.The four-volume compendium of MAPG provides an in-depth look at marketing management concepts and their practical applications, equipping readers with the knowledge and skills needed to effectively inform daily marketing decisions and strategy development and implementation. It seamlessly blends the art and science of marketing, reflecting the discipline's evolution in the era of data analytics. Whether you're a seasoned marketer or new to the field, the MAPG is an essential guide for mastering the use of analytics in modern marketing practices.

Marketing Analytics Practitioner's Guide, The - Volume 1: Brand And Consumer

Ashok Charan
Marketing Analytics Practitioner s Guide The Volume 1 Brand And Consumer Book PDF

Author : Ashok Charan
Publisher : World Scientific
Page : 340 pages
File Size : 41,5 Mb
Release : 2023-09-13
Category : Business & Economics
ISBN : 9789811275081

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Marketing Analytics Practitioner's Guide, The - Volume 1: Brand And Consumer by Ashok Charan Pdf

As the use of analytics becomes increasingly important in today's business landscape, The Marketing Analytics Practitioner's Guide (MAPG) provides a thorough understanding of marketing management concepts and their practical applications, making it a valuable resource for professionals and students alike.The four-volume compendium of MAPG provides an in-depth look at marketing management concepts and their practical applications, equipping readers with the knowledge and skills needed to effectively inform daily marketing decisions and strategy development and implementation. It seamlessly blends the art and science of marketing, reflecting the discipline's evolution in the era of data analytics. Whether you're a seasoned marketer or new to the field, the MAPG is an essential guide for mastering the use of analytics in modern marketing practices.Volume I is focused on Brand and Consumer. Part I of this volume is dedicated to understanding the concepts and methods of brand sensing and brand equity. It delves into the analytic techniques used to track and profile brand image, and explains the key components of brand equity, how to measure it, and what factors drive it. It provides readers with a comprehensive framework for measuring and understanding brand equity and the tools to pursue its growth.Part II of this volume focuses on understanding consumers through qualitative and quantitative research methods, segmentation, customer satisfaction, customer value management, consumer panels, consumer analytics and big data. The volume covers the analytic tools used to extract insights from consumer transactions, which are becoming increasingly important in today's data-driven world. It also covers the use of consumer analytics and big data specifically within consumer markets.

The Marketing Analytics Practitioner's Guide

Ashok Charan
The Marketing Analytics Practitioner s Guide Book PDF

Author : Ashok Charan
Publisher : World Scientific Publishing Company
Page : 0 pages
File Size : 42,8 Mb
Release : 2023-09
Category : Internet marketing
ISBN : 9811274509

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The Marketing Analytics Practitioner's Guide by Ashok Charan Pdf

As the use of analytics becomes increasingly important in today's business landscape, The Marketing Analytics Practitioner's Guide (MAPG) provides a thorough understanding of marketing management concepts and their practical applications, making it a valuable resource for professionals and students alike. The four-volume compendium of MAPG provides an in-depth look at marketing management concepts and their practical applications, equipping readers with the knowledge and skills needed to effectively inform daily marketing decisions and strategy development and implementation. It seamlessly blends the art and science of marketing, reflecting the discipline's evolution in the era of data analytics. Whether you're a seasoned marketer or new to the field, the MAPG is an essential guide for mastering the use of analytics in modern marketing practices. Volume III is entirely dedicated to digital marketing. The first chapter, New Media, covers the impact of new media on the social, political and marketing landscape. It outlines the new rules and perspectives, leaving readers with a clear understanding of how they must adapt to succeed in the digital age. The Digital Marketing chapter covers a wide range of topics related to digital tools, techniques, processes, as well as the opportunities and challenges of digital marketing. A set of chapters on social media highlight best practices to adopt on each of the networks - Facebook, Twitter, Instagram, YouTube and LinkedIn. Search Engine Optimization (SEO) covers on-page and off-page optimization to increase inbound traffic and channel it through the digital marketing funnel. Web Analytics covers the processes that constitute a web analytics system and deals with the use of web analytics platforms such as Google Analytics to assess the effectiveness of digital marketing in attracting and converting prospects. Search Advertising covers advertising on search engines to draw prospects and lead them through the digital marketing funnel. It covers topics such as the Google auction, keyword strategies, and practices to improve the effectiveness of search advertising. The final chapter, Digital Execution, serves as a comprehensive guide to developing and executing digital marketing plans.

Marketing Analytics Practitioner's Guide, The - Volume 3: Digital Marketing

Ashok Charan
Marketing Analytics Practitioner s Guide The Volume 3 Digital Marketing Book PDF

Author : Ashok Charan
Publisher : World Scientific
Page : 354 pages
File Size : 47,8 Mb
Release : 2023-09-13
Category : Business & Economics
ISBN : 9789811275104

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Marketing Analytics Practitioner's Guide, The - Volume 3: Digital Marketing by Ashok Charan Pdf

As the use of analytics becomes increasingly important in today's business landscape, The Marketing Analytics Practitioner's Guide (MAPG) provides a thorough understanding of marketing management concepts and their practical applications, making it a valuable resource for professionals and students alike.The four-volume compendium of MAPG provides an in-depth look at marketing management concepts and their practical applications, equipping readers with the knowledge and skills needed to effectively inform daily marketing decisions and strategy development and implementation. It seamlessly blends the art and science of marketing, reflecting the discipline's evolution in the era of data analytics. Whether you're a seasoned marketer or new to the field, the MAPG is an essential guide for mastering the use of analytics in modern marketing practices.Volume III is entirely dedicated to digital marketing. The first chapter, New Media, covers the impact of new media on the social, political and marketing landscape. It outlines the new rules and perspectives, leaving readers with a clear understanding of how they must adapt to succeed in the digital age.The Digital Marketing chapter covers a wide range of topics related to digital tools, techniques, processes, as well as the opportunities and challenges of digital marketing. A set of chapters on social media highlight best practices to adopt on each of the networks — Facebook, Twitter, Instagram, YouTube and LinkedIn.Search Engine Optimization (SEO) covers on-page and off-page optimization to increase inbound traffic and channel it through the digital marketing funnel. Web Analytics covers the processes that constitute a web analytics system and deals with the use of web analytics platforms such as Google Analytics to assess the effectiveness of digital marketing in attracting and converting prospects.Search Advertising covers advertising on search engines to draw prospects and lead them through the digital marketing funnel. It covers topics such as the Google auction, keyword strategies, and practices to improve the effectiveness of search advertising.The final chapter, Digital Execution, serves as a comprehensive guide to developing and executing digital marketing plans.

Marketing Analytics: A Practitioner's Guide To Marketing Analytics And Research Methods

Ashok Charan
Marketing Analytics A Practitioner s Guide To Marketing Analytics And Research Methods Book PDF

Author : Ashok Charan
Publisher : World Scientific Publishing Company
Page : 720 pages
File Size : 55,6 Mb
Release : 2015-05-20
Category : Business & Economics
ISBN : 9789814641388

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Marketing Analytics: A Practitioner's Guide To Marketing Analytics And Research Methods by Ashok Charan Pdf

The digital age has transformed the very nature of marketing. Armed with smartphones, tablets, PCs and smart TVs, consumers are increasingly hanging out on the internet. Cyberspace has changed the way they communicate, and the way they shop and buy. This fluid, de-centralized and multidirectional medium is changing the way brands engage with consumers.At the same time, technology and innovation, coupled with the explosion of business data, has fundamentally altered the manner we collect, process, analyse and disseminate market intelligence. The increased volume, variety and velocity of information enables marketers to respond with much greater speed, to changes in the marketplace. Market intelligence is timelier, less expensive, and more accurate and actionable.Anchored in this age of transformations, Marketing Analytics is a practitioner's guide to marketing management in the 21st century. The text devotes considerable attention to the way market analytic techniques and market research processes are being refined and re-engineered. Written by a marketing veteran, it is intended to guide marketers as they craft market strategies, and execute their day to day tasks.

Marketing Analytics Practitioner's Guide, The - Volume 2: Product, Advertising, Packaging, Biometrics, Price And Promotion

Ashok Charan
Marketing Analytics Practitioner s Guide The Volume 2 Product Advertising Packaging Biometrics Price And Promotion Book PDF

Author : Ashok Charan
Publisher : World Scientific
Page : 354 pages
File Size : 47,7 Mb
Release : 2023-09-13
Category : Business & Economics
ISBN : 9789811275098

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Marketing Analytics Practitioner's Guide, The - Volume 2: Product, Advertising, Packaging, Biometrics, Price And Promotion by Ashok Charan Pdf

As the use of analytics becomes increasingly important in today's business landscape, The Marketing Analytics Practitioner's Guide (MAPG) provides a thorough understanding of marketing management concepts and their practical applications, making it a valuable resource for professionals and students alike.The four-volume compendium of MAPG provides an in-depth look at marketing management concepts and their practical applications, equipping readers with the knowledge and skills needed to effectively inform daily marketing decisions and strategy development and implementation. It seamlessly blends the art and science of marketing, reflecting the discipline's evolution in the era of data analytics. Whether you're a seasoned marketer or new to the field, the MAPG is an essential guide for mastering the use of analytics in modern marketing practices.Volume II, Parts III to V, is dedicated to Product, Advertising, Packaging, Biometrics, Price and Promotion. Part III focuses on the product development process, covering the analytic methods and procedures used to screen ideas, concepts, and products during development, launch, and post-launch.Part IV delves into advertising, packaging, and biometrics. The fundamentals, concepts, and core themes of advertising are covered in a chapter that explains how advertising works and what makes it effective and impactful. The chapter on Advertising Analytics focuses on audience engagement, both behavioural and attitudinal, and the analytic techniques and research processes used to test and track advertising.The chapter on packaging is devoted to the analytics and research techniques employed throughout the stages of packaging development and the chapter on biometrics covers biometric techniques and the relevant technologies, devices, metrics, and applications of these techniques that are useful to practitioners.Finally, Part V deals with price and promotion, covering a variety of pricing research methods and techniques for promotions evaluation. This will help the reader to gain an understanding of the importance and application of pricing and promotions in marketing strategy.

Digital Marketing

Ashok Charan
Digital Marketing Book PDF

Author : Ashok Charan
Publisher : Unknown
Page : 0 pages
File Size : 49,8 Mb
Release : 2024
Category : Internet marketing
ISBN : 981127603X

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Digital Marketing by Ashok Charan Pdf

"As the use of analytics becomes increasingly important in today's business landscape, The Marketing Analytics Practitioner's Guide (MAPG) provides a thorough understanding of marketing management concepts and their practical applications, making it a valuable resource for professionals and students alike. The four-volume compendium of MAPG provides an in-depth look at marketing management concepts and their practical applications, equipping readers with the knowledge and skills needed to effectively inform daily marketing decisions and strategy development and implementation. It seamlessly blends the art and science of marketing, reflecting the discipline's evolution in the era of data analytics. Whether you're a seasoned marketer or new to the field, the MAPG is an essential guide for mastering the use of analytics in modern marketing practices. Volume III is entirely dedicated to digital marketing. The first chapter, New Media, covers the impact of new media on the social, political and marketing landscape. It outlines the new rules and perspectives, leaving readers with a clear understanding of how they must adapt to succeed in the digital age. The Digital Marketing chapter covers a wide range of topics related to digital tools, techniques, processes, as well as the opportunities and challenges of digital marketing. A set of chapters on social media highlight best practices to adopt on each of the networks - Facebook, Twitter, Instagram, YouTube and LinkedIn. Search Engine Optimization (SEO) covers on-page and off-page optimization to increase inbound traffic and channel it through the digital marketing funnel. Web Analytics covers the processes that constitute a web analytics system and deals with the use of web analytics platforms such as Google Analytics to assess the effectiveness of digital marketing in attracting and converting prospects. Search Advertising covers advertising on search engines to draw prospects and lead them through the digital marketing funnel. It covers topics such as the Google auction, keyword strategies, and practices to improve the effectiveness of search advertising. The final chapter, Digital Execution, serves as a comprehensive guide to developing and executing digital marketing plans"--

Marketing Analytics

Mike Grigsby
Marketing Analytics Book PDF

Author : Mike Grigsby
Publisher : Kogan Page Publishers
Page : 248 pages
File Size : 47,5 Mb
Release : 2015-06-03
Category : Business & Economics
ISBN : 9780749474188

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Marketing Analytics by Mike Grigsby Pdf

Who is most likely to buy and what is the best way to target them? Marketing Analytics enables marketers and business analysts to answer these questions by leveraging proven methodologies to measure and improve upon the effectiveness of marketing programs. Marketing Analytics demonstrates how statistics, analytics and modeling can be put to optimal use to increase the effectiveness of every day marketing activities, from targeted list creation and data segmentation to testing campaign effectiveness and forecasting demand. The author explores many common marketing challenges and demonstrates how to apply different data models to arrive at viable solutions. Business cases and critical analysis are included to illustrate and reinforce key concepts throughout. Beginners will benefit from clear, jargon-free explanations of methodologies relating to statistics, marketing strategy and consumer behaviour. More experienced practitioners will appreciate the more complex aspects of data analytics and data modeling, discovering new applications of various techniques in every day practice. Readers of Marketing Analytics will come away with a firm foundation in markets analytics and the tools they need to gain competitive edge and increase market share. Online supporting resources for this book include a bank of test questions as well as data sets relating to many of the chapters.

Marketing Analytics

Mike Grigsby
Marketing Analytics Book PDF

Author : Mike Grigsby
Publisher : Kogan Page Publishers
Page : 241 pages
File Size : 42,7 Mb
Release : 2018-04-03
Category : Business & Economics
ISBN : 9780749482176

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Marketing Analytics by Mike Grigsby Pdf

Who is most likely to buy and what is the best way to target them? How can businesses improve strategy without identifying the key influencing factors? The second edition of Marketing Analytics enables marketers and business analysts to leverage predictive techniques to measure and improve marketing performance. By exploring real-world marketing challenges, it provides clear, jargon-free explanations on how to apply different analytical models for each purpose. From targeted list creation and data segmentation, to testing campaign effectiveness, pricing structures and forecasting demand, this book offers a welcome handbook on how statistics, consumer analytics and modelling can be put to optimal use. The fully revised second edition of Marketing Analytics includes three new chapters on big data analytics, insights and panel regression, including how to collect, separate and analyze big data. All of the advanced tools and techniques for predictive analytics have been updated, translating models such as tobit analysis for customer lifetime value into everyday use. Whether an experienced practitioner or having no prior knowledge, methodologies are simplified to ensure the more complex aspects of data and analytics are fully accessible for any level of application. Complete with downloadable data sets and test bank resources, this book supplies a concrete foundation to optimize marketing analytics for day-to-day business advantage.

Retail and Statistics

Ashok Charan
Retail and Statistics Book PDF

Author : Ashok Charan
Publisher : Unknown
Page : 0 pages
File Size : 47,5 Mb
Release : 2024
Category : Marketing
ISBN : 9811276048

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Retail and Statistics by Ashok Charan Pdf

"As the use of analytics becomes increasingly important in today's business landscape, The Marketing Analytics Practitioner's Guide (MAPG) provides a thorough understanding of marketing management concepts and their practical applications, making it a valuable resource for professionals and students alike. The four-volume compendium of MAPG provides an in-depth look at marketing management concepts and their practical applications, equipping readers with the knowledge and skills needed to effectively inform daily marketing decisions and strategy development and implementation. It seamlessly blends the art and science of marketing, reflecting the discipline's evolution in the era of data analytics. Whether you're a seasoned marketer or new to the field, the MAPG is an essential guide for mastering the use of analytics in modern marketing practices. Volume IV is divided into two parts - Retail and Statistics for Marketing Analytics. Retail delves into the various aspects of retail tracking, sales and distribution, retail analytics, and category management. The chapter on retail tracking covers in detail the processes that make up a retail measurement service, including the metrics supported by the service, the key benefits of the service, and how the data is interpreted. The sales and distribution chapter covers five key managerial objectives - building distribution, targeting the right channels and chains, optimizing assortment, securing retailer support, and managing stocks in trade. The retail analytics chapter covers a range of diagnostic analytic tools used to extract insights from disaggregate outlet-level data. Category management offers a framework for retailers to manage their business and for suppliers to understand the dynamics of trade marketing. Statistics for Marketing Analytics covers basic statistics, sampling, and marketing mix modelling. It aims to equip readers with the statistical knowledge and tools necessary to analyse and interpret marketing data. The chapters in this part provide a comprehensive understanding of statistical methods and their applications in marketing analytics, including sampling techniques, probability distributions, hypothesis testing, and regression analysis"--

The Definitive Guide to Marketing Analytics and Metrics (Collection)

Cesar Brea,Rajkumar Venkatesan,Paul Farris,Ronald T. Wilcox,Neil Bendle,Phillip Pfeifer,David Reibstein
The Definitive Guide to Marketing Analytics and Metrics Collection Book PDF

Author : Cesar Brea,Rajkumar Venkatesan,Paul Farris,Ronald T. Wilcox,Neil Bendle,Phillip Pfeifer,David Reibstein
Publisher : FT Press
Page : 1653 pages
File Size : 47,7 Mb
Release : 2014-08-18
Category : Business & Economics
ISBN : 9780133994773

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The Definitive Guide to Marketing Analytics and Metrics (Collection) by Cesar Brea,Rajkumar Venkatesan,Paul Farris,Ronald T. Wilcox,Neil Bendle,Phillip Pfeifer,David Reibstein Pdf

A brand new collection introducing today's most powerful strategies and techniques for measuring and optimizing marketing… 3 authoritative books, now in a convenient e-format, at a great price! 3 authoritative Books help you measure, analyze, and optimize every marketing investment you'll ever make Measuring and optimize your marketing investments is more crucial than ever. But, with an explosion in channels and complexity, it's also more challenging than ever. Fortunately, marketing metrics and analytics have taken giant leaps forward in recent years: techniques now exist for accurately quantifying performance and applying what you learn to improve it. In this unique 3 Book package, world-class experts present these new approaches, and show how to profit from them. In Marketing and Sales Analytics, leading consultant Cesar A. Breaexamines the experiences of 15 leaders who've built high-value analytics capabilities in multiple industries. Then, building on what they've learned, he presents a complete blueprint for succeeding with marketing analytics. You'll learn how to evaluate "ecosystemic" conditions for success, frame the right questions, and organize your people, data, and operating infrastructure to answer them. Brea helps you overcome key challenges ranging from governance to overcoming hidden biases. Along the way, he also offers specific guidance on crucial decisions such as "buy vs. build?", "centralize or decentralize?", and "hire generalists or specialists?" Next, in Cutting Edge Marketing Analytics, three pioneering experts introduce today's most valuable marketing analytics methods and tools, and offer a best-practice methodology for successful implementation. They augment this knowledge with hands on case studies, guiding you through solving key problems in resource allocation, segmentation, pricing, campaign management, firm valuation, and digital marketing strategy. All case studies are accompanied by real data used by the protagonists to make decisions. As you practice, you'll gain a deeper understanding of the value of marketing analytics, learn to integrate quantitative analysis with managerial sensibilities, master core statistical tools, and discover how to avoid crucial pitfalls. Finally, in the award-winning Marketing Metrics, Second Edition, Paul W. Farris and his colleagues show how to choose the right metrics for every marketing challenge. You'll learn how to use dashboards to view market dynamics from multiple perspectives, maximize accuracy, and "triangulate" to optimal solutions. You'll discover high-value metrics for promotional strategy, advertising, distribution, customer perceptions, market share, competitors' power, margins, pricing, products and portfolios, customer profitability, sales forces, channels, and more. This extensively updated edition introduces innovative metrics ranging from Net Promoter to social media and brand equity measurement, and shows how to build comprehensive models to optimize every marketing decision you make. If you need to measure and improve marketing performance, this 3-book package will be your most valuable resource. From world-renowned business sustainability experts Cesar A. Brea, Rajkumar Venkatesan, Paul W. Farris, Ronald T. Wilcox, Neil T. Bendle, Phillip E. Pfeifer, and David J. Reibstein

Brand and Consumer

Ashok Charan
Brand and Consumer Book PDF

Author : Ashok Charan
Publisher : Unknown
Page : 0 pages
File Size : 55,7 Mb
Release : 2023-08
Category : Branding (Marketing)
ISBN : 9811276013

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Brand and Consumer by Ashok Charan Pdf

"As the use of analytics becomes increasingly important in today's business landscape, The Marketing Analytics Practitioner's Guide (MAPG) provides a thorough understanding of marketing management concepts and their practical applications, making it a valuable resource for professionals and students alike. The four-volume compendium of MAPG provides an in-depth look at marketing management concepts and their practical applications, equipping readers with the knowledge and skills needed to effectively inform daily marketing decisions and strategy development and implementation. It seamlessly blends the art and science of marketing, reflecting the discipline's evolution in the era of data analytics. Whether you're a seasoned marketer or new to the field, the MAPG is an essential guide for mastering the use of analytics in modern marketing practices. Volume I is focused on Brand and Consumer. Part I of this volume is dedicated to understanding the concepts and methods of brand sensing and brand equity. It delves into the analytic techniques used to track and profile brand image, and explains the key components of brand equity, how to measure it, and what factors drive it. It provides readers with a comprehensive framework for measuring and understanding brand equity and the tools to pursue its growth. Part II of this volume focuses on understanding consumers through qualitative and quantitative research methods, segmentation, customer satisfaction, customer value management, consumer panels, consumer analytics and big data. The volume covers the analytic tools used to extract insights from consumer transactions, which are becoming increasingly important in today's data-driven world. It also covers the use of consumer analytics and big data specifically within consumer markets"--

Data Science for Marketing Analytics

Mirza Rahim Baig,Gururajan Govindan,Vishwesh Ravi Shrimali
Data Science for Marketing Analytics Book PDF

Author : Mirza Rahim Baig,Gururajan Govindan,Vishwesh Ravi Shrimali
Publisher : Packt Publishing Ltd
Page : 637 pages
File Size : 52,7 Mb
Release : 2021-09-07
Category : Computers
ISBN : 9781800563889

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Data Science for Marketing Analytics by Mirza Rahim Baig,Gururajan Govindan,Vishwesh Ravi Shrimali Pdf

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.

Highly Effective Marketing Analytics

Mu Hu
Highly Effective Marketing Analytics Book PDF

Author : Mu Hu
Publisher : Unknown
Page : 244 pages
File Size : 50,6 Mb
Release : 2019-12-15
Category : Business & Economics
ISBN : 1951527089

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Highly Effective Marketing Analytics by Mu Hu Pdf

Highly Effective Marketing Analytics infuses analytics into marketing to help improve marketing performance and raise analytics IQ for companies that have not yet had much success with marketing analytics. The book reveals why marketing analytics has not yet kept the promise and clarifies confusions and misunderstanding surrounding marketing analytics. Highly Effective Marketing Analytics is a highly practical and pragmatic how-to book. The author illustrates step by step many innovative, practical, and cost-effective methodologies to solving the most challenging real-world problems facing marketers in today's highly competitive omnichannel environment.