Columbia University
В любой момент
12 недель
Стоимость курса
Подробности и регистрация

Marketing analytics

Навыки, которые вы получите:
Data driven Marketing Analytics Customer analysis

Marketers want to understand and forecast how customers purchase products and services and how they respond to marketing initiatives. Learn how analytics help businesses drive marketing to maximize its effectiveness and optimize return on investment (ROI).

In this course, part of the Business Analytics MicroMasters program, discover how to develop quantitative models that leverage business data, statistical computation, and machine learning to forecast sales and marketing impact for:

  • customer relationship management.
  • market segmentation.
  • value creation.
  • communication.
  • monetization.

You will learn how to use probabilistic models and optimization tools to model customer demand forecasts, pricing sensitivity, Lifetime Value and how to leverage such data to make optimal decisions on designing new products, marketing segmentation and strategy.

The Program

  1. Introduction to Marketing Analytics and Customer Analysis.
  2. Market Segmentation.
  3. Preference measurement.
  4. Consumer Choice Models.
  5. Customer Lifetime Value.
  6. New Product Decisions.
  7. New Product Decisions.
  8. New Product Decisions.
  9. Pricing Analytics and Optimization.
  10. Pricing Analytics and Optimization.
  11. Advertising.
  12. Sales Promotions and Course Review.

What you’ll learn

  • Demand forecasting using customer-base models and statistical approaches.
  • Market segmentation methods and best practices for identifying potential customer segments and focused targeting.
  • Computation of Customer Lifetime Value for analyzing customer, brand loyalty and forecasting revenue in the short and long run.
  • Factors to consider while designing and introducing new products to the market.
  • Calculating Optimal Pricing for products and services to get the best ROI.
  • Assessing Marketing ROI for making better and data-driven decisions.
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