Foundations of marketing analytics

Name: Foundations of marketing analytics
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Author: ESSEC Business School

Archived

МООК

Английский

10 h

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Source

From www.coursera.org

Conditions

Self-paced
Free Access
Fee-based Certificate

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5 Sequences
Introductive Level

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Course details

Syllabus

Week 1 - Module 0 : Introduction to Foundation of Marketing Analytics
In this short module, we will introduce the field of marketing analytics, and layout the structure of this course. We will also take that opportunity to explore a retailing data set that we’ll be using throughout this course. We will setup the environment, l...
Week 2 - Module 1 : Statistical segmentation
In this module, you will learn the inner workings of statistical segmentation, how to compute statistical indicators about customers such as recency or frequency, and how to identify homogeneous groups of customers within a database. We will alternate lectur...
Week 3 - Module 2 : Managerial segmentation
Statistical segmentation is an invaluable tool, especially to explore, summarize, or make a snapshot of an existing database of customers. But what most academics will fail to tell you is that this kind of segmentation is not the method of choice for many com...
Week 4 - Module 3 : Targeting and scoring models
How can Target predict which of its customers are pregnant? How can a bank predict the likelihood you will default on their loan, or crash your car within the next five years, and price accordingly? And if your firm only has the budget to reach a few customer...
Week 5 - Module 4 : Customer lifetime value
In this module, you will learn how to use R to execute lifetime value analyses. You will learn to estimate what is called a transition matrix -which measures how customers transition from one segment to another- and use that information to make invaluable pred...

Prerequisite

None.

Instructors

Arnaud De Bruyn
Professor at ESSEC Business School
Marketing department

Editor

L'École supérieure des sciences économiques et commerciales (plus couramment ESSEC Business School ou ESSEC) est une grande école de commerce et de gestion française, de statut associatif à but non lucratif (association loi de 1901) fondée en 1907 et dont le campus principal est situé à Cergy. Elle possède également des implantations à La Défense, Rabat et Singapour, qui servent notamment aux programmes ESSEC Global BBA et ESSEC Executive MBA.

Fondée par des jésuites en réponse à la création de HEC Paris, elle est longtemps restée indépendante de toute chambre de commerce et d'industrie avant de passer en 1981 sous le contrôle de celle de Versailles, devenue la CCI de Paris Île-de-France en 2013. Elle est membre de la CY Alliance, anciennement Université Paris-Seine.

Le groupe ESSEC délivre de nombreuses formations à la gestion et au management, notamment à travers son cursus post-classes préparatoires appelé « Programme Grande École » conférant le grade de master. Elle délivre également un « BBA » (Bachelor in Business Administration), des mastères spécialisés (MS), une maîtrise en administration des affaires (MBA) et des doctorats.

Platform

Coursera - это цифровая компания, предлагающая массовые открытые онлайн-курсы, основанные учителями компьютеров Эндрю Нгом и Стэнфордским университетом Дафни Коллер, расположенные в Маунтин-Вью, штат Калифорния.

Coursera работает с ведущими университетами и организациями, чтобы сделать некоторые из своих курсов доступными в Интернете, и предлагает курсы по многим предметам, включая: физику, инженерию, гуманитарные науки, медицину, биологию, социальные науки, математику, бизнес, информатику, цифровой маркетинг, науку о данных и другие предметы.