Mastering Marketing Data Science

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Mastering Marketing Data Science
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Author : Iain Brown
language : en
Publisher: John Wiley & Sons
Release Date : 2024-04-29
Mastering Marketing Data Science written by Iain Brown and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-04-29 with Computers categories.
Unlock the Power of Data: Transform Your Marketing Strategies with Data Science In the digital age, understanding the symbiosis between marketing and data science is not just an advantage; it's a necessity. In Mastering Marketing Data Science: A Comprehensive Guide for Today's Marketers, Dr. Iain Brown, a leading expert in data science and marketing analytics, offers a comprehensive journey through the cutting-edge methodologies and applications that are defining the future of marketing. This book bridges the gap between theoretical data science concepts and their practical applications in marketing, providing readers with the tools and insights needed to elevate their strategies in a data-driven world. Whether you're a master's student, a marketing professional, or a data scientist keen on applying your skills in a marketing context, this guide will empower you with a deep understanding of marketing data science principles and the competence to apply these principles effectively. Comprehensive Coverage: From data collection to predictive analytics, NLP, and beyond, explore every facet of marketing data science. Practical Applications: Engage with real-world examples, hands-on exercises in both Python & SAS, and actionable insights to apply in your marketing campaigns. Expert Guidance: Benefit from Dr. Iain Brown's decade of experience as he shares cutting-edge techniques and ethical considerations in marketing data science. Future-Ready Skills: Learn about the latest advancements, including generative AI, to stay ahead in the rapidly evolving marketing landscape. Accessible Learning: Tailored for both beginners and seasoned professionals, this book ensures a smooth learning curve with a clear, engaging narrative. Mastering Marketing Data Science is designed as a comprehensive how-to guide, weaving together theory and practice to offer a dynamic, workbook-style learning experience. Dr. Brown's voice and expertise guide you through the complexities of marketing data science, making sophisticated concepts accessible and actionable.
Creating Value With Data Analytics In Marketing
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Author : Peter C. Verhoef
language : en
Publisher: Routledge
Release Date : 2021-11-07
Creating Value With Data Analytics In Marketing written by Peter C. Verhoef and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-11-07 with Business & Economics categories.
This book is a refreshingly practical yet theoretically sound roadmap to leveraging data analytics and data science. The vast amount of data generated about us and our world is useless without plans and strategies that are designed to cope with its size and complexity, and which enable organizations to leverage the information to create value in marketing. Creating Value with Data Analytics in Marketing provides a nuanced view of big data developments and data science, arguing that big data is not a revolution but an evolution of the increasing availability of data that has been observed in recent times. Building on the authors’ extensive academic and practical knowledge, this book aims to provide managers and analysts with strategic directions and practical analytical solutions on how to create value from existing and new big data. The second edition of this bestselling text has been fully updated in line with developments in the field and includes a selection of new, international cases and examples, exercises, techniques and methodologies. Tying data and analytics to specific goals and processes for implementation makes this essential reading for advanced undergraduate and postgraduate students and specialists of data analytics, marketing research, marketing management and customer relationship management. Online resources include chapter-by-chapter lecture slides and data sets and corresponding R code for selected chapters.
Data Science For Marketing Analytics
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Author : Mirza Rahim Baig
language : en
Publisher: Packt Publishing Ltd
Release Date : 2021-09-07
Data Science For Marketing Analytics written by Mirza Rahim Baig and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-09-07 with Computers categories.
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.
Supply Chain Analytics
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Author : Peter W. Robertson
language : en
Publisher: Taylor & Francis
Release Date : 2025-09-03
Supply Chain Analytics written by Peter W. Robertson and has been published by Taylor & Francis this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-09-03 with Business & Economics categories.
Supply Chain Analytics, second edition, introduces the reader to data analytics and demonstrates the value of its effective use in the improvement of supply chain (SC) process performance. By describing four key SC processes and illustrating – through worked examples – how the descriptive, predictive, and prescriptive analytic methods can be applied to enhance those processes, this book presents a more comprehensive learning experience for the reader than has been offered previously. Key topics and issues are addressed, including the capriciousness of modern SC operating environments; the imperative of SC sustainability; the need for heightened SC risk management; the building of SC resilience; the pursuit of SC optimisation; and the use of big data, data mining, cloud computing, machine learning, artificial intelligence (AI), and importantly the social issues confronting SC analysts in carrying out their work. The author identifies four core SC processes – strategy, design, execution, and people – to which the analytic techniques explained can be applied to ensure continuous performance improvement and the growth of competitive advantage. Pedagogy to aid learning is incorporated throughout, including an opening section for each chapter explaining the intended learning outcomes; worked examples illustrating how each analytic technique works, how it is applied, and what to be careful of; tables, diagrams, and equations to help ‘visualise’ the concepts and methods covered; end-of-chapter case studies; review questions; and assignment tasks. Providing both management expertise and technical skills, which are essential to decision-makers in the SC, this textbook is an essential reading for advanced undergraduate and postgraduate students of SC analytics, SC leaders, and SC operations management professionals. Its practice-based and applied approach also makes it valuable for teaching academics, organisational trainers and coaches, operating SC practitioners, and those pursuing professional qualifications. Online resources include chapter-by-chapter PowerPoint slides, tutorial exercises, written assignments, worked examples using Excel, and a test bank of exam questions.
Marketing Data Science
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Author : Thomas W. Miller
language : en
Publisher: FT Press
Release Date : 2015-05-02
Marketing Data Science written by Thomas W. Miller and has been published by FT Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-05-02 with Business & Economics categories.
Now, a leader of Northwestern University's prestigious analytics program presents a fully-integrated treatment of both the business and academic elements of marketing applications in predictive analytics. Writing for both managers and students, Thomas W. Miller explains essential concepts, principles, and theory in the context of real-world applications. Building on Miller's pioneering program, Marketing Data Science thoroughly addresses segmentation, target marketing, brand and product positioning, new product development, choice modeling, recommender systems, pricing research, retail site selection, demand estimation, sales forecasting, customer retention, and lifetime value analysis. Starting where Miller's widely-praised Modeling Techniques in Predictive Analytics left off, he integrates crucial information and insights that were previously segregated in texts on web analytics, network science, information technology, and programming. Coverage includes: The role of analytics in delivering effective messages on the web Understanding the web by understanding its hidden structures Being recognized on the web – and watching your own competitors Visualizing networks and understanding communities within them Measuring sentiment and making recommendations Leveraging key data science methods: databases/data preparation, classical/Bayesian statistics, regression/classification, machine learning, and text analytics Six complete case studies address exceptionally relevant issues such as: separating legitimate email from spam; identifying legally-relevant information for lawsuit discovery; gleaning insights from anonymous web surfing data, and more. This text's extensive set of web and network problems draw on rich public-domain data sources; many are accompanied by solutions in Python and/or R. Marketing Data Science will be an invaluable resource for all students, faculty, and professional marketers who want to use business analytics to improve marketing performance.
Mastering Marketing Analytics
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Author :
language : en
Publisher:
Release Date : 2025
Mastering Marketing Analytics written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025 with categories.
Cd Roms In Print
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Author :
language : en
Publisher:
Release Date : 2003
Cd Roms In Print written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003 with CD-ROMs categories.
The Mcgraw Hill 36 Hour Course Online Marketing
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Author : Lorrie Thomas
language : en
Publisher: Mcgraw-hill
Release Date : 2010-12-28
The Mcgraw Hill 36 Hour Course Online Marketing written by Lorrie Thomas and has been published by Mcgraw-hill this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-12-28 with Business & Economics categories.
A crash course on the most dynamic marketing platform today! Online marketing has evolved far beyond flashy websites and banner ads shouting at customers about your product. It's about using an array of Internet tools to build credibility and visibility, spread your message, and form meaningful customer relationships. The McGraw-Hill 36-Hour Course: Online Marketing puts you on the fast track to harnessing the power of the Web for your marketing goals. It begins with planning and building a website and then provides in-depth coverage of essential online marketing tools and techniques, such as: Content marketing and blogging Social media marketing Web analytics Search Engine Optimization (SEO ) E-mail marketing Online Public Relations Earn a Certificate of Achievement Through A Free Online Examination! The McGraw-Hill 36 Hour Course: Online Marketing spells it all out in easy-to-understand terms and actionable steps. You’re already on your way to Web marketing mastery!
The British National Bibliography
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Author : Arthur James Wells
language : en
Publisher:
Release Date : 2009
The British National Bibliography written by Arthur James Wells and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009 with Bibliography, National categories.
Mastering Marketing Strategies For Success In The Digital Age
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Author : SAGAR SHINDE
language : en
Publisher: SAGAR SHINDE
Release Date : 2023-05-30
Mastering Marketing Strategies For Success In The Digital Age written by SAGAR SHINDE and has been published by SAGAR SHINDE this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-05-30 with Business & Economics categories.
Title: Mastering Marketing: Strategies for Success in the Digital Age Author: Sagar Shinde Description: In the fast-paced and ever-changing world of digital marketing, staying ahead of the competition is essential to achieving success. "Mastering Marketing: Strategies for Success in the Digital Age" is your comprehensive guide to navigating this dynamic landscape and unlocking the full potential of your marketing efforts. Written by renowned marketing expert Sagar Shinde, this book offers a deep dive into the strategies, tactics, and techniques that will empower you to craft compelling campaigns, engage your target audience, and drive tangible results in the digital realm. Whether you're a seasoned marketer or just starting out, this book is your roadmap to mastering the art of marketing in the digital age. Inside, you'll discover: 1. A solid foundation: Lay the groundwork for success by understanding the core principles and fundamentals of marketing in the digital era. Explore the customer journey, market segmentation, and brand positioning to create a strong marketing strategy. 2. Digital channels and platforms: Dive into the vast array of digital channels available to marketers today. Learn how to leverage social media, search engine optimization (SEO), content marketing, email marketing, and more to effectively reach and engage your target audience. 3. Data-driven decision making: Discover the power of analytics and data-driven insights in shaping your marketing strategies. Uncover techniques for gathering and analyzing data, and learn how to make informed decisions to optimize your campaigns and drive better results. 4. Cutting-edge trends and technologies: Stay ahead of the curve by exploring emerging trends and technologies shaping the future of digital marketing. From artificial intelligence (AI) and chatbots to influencer marketing and virtual reality (VR), uncover how to harness these tools to stay relevant and deliver innovative experiences to your audience. 5. Engaging storytelling: Learn the art of storytelling and how it can be used to captivate and connect with your target audience. Discover techniques for crafting compelling narratives and developing content that resonates in the digital landscape. With practical examples, real-world case studies, and actionable insights, "Mastering Marketing" equips you with the knowledge and skills needed to excel in the digital age. Whether you're a business owner, marketing professional, or aspiring marketer, this book will empower you to take your marketing strategies to new heights and drive success in the ever-evolving digital landscape. Get ready to unlock your full marketing potential and become a master in the art of marketing in the digital age with "Mastering Marketing: Strategies for Success in the Digital Age" by Sagar Shinde.