Marketing Analytics

Marketing Analytics in Indian Institute of Technology, Kharagpur

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Created by IIT Kharagpur Staff Last updated Thu, 24-Feb-2022 English


Marketing Analytics free videos and free material uploaded by IIT Kharagpur Staff .

Syllabus / What will i learn?
Week 1 : Introduction to R Programing
Week 2 : What customers want?: Customer value, Conjoint Analysis
Week 3 : Analytics for customer segmentation and targeting
Week 4 : Demand Forecasting & Pricing
Week 5 : Pricing
Week 6 : Marketing Mix Models and Advertising Models
Week 7 : Recommender System
Week 8 : Market Basket Analysis and RFM Analysis
Week 9 : Customer Churn & Customer Lifetime Value
Week 10 : Text Mining and Sentiment Analytics
Week 11 : Text Mining and Product Innovation Management
Week 12 : Social Network Analysis for Marketing




Curriculum for this course
0 Lessons 00:00:00 Hours
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Description

The students of this course should have already attended Marketing Management and Introduction to Business Analytics. Therefore we expect them to know basics of marketing and business analytics tools. In this course we will combine various concepts of marketing and business analytics in storytelling and problem solving. Real life marketing problems are often solved through a sequence of quantitative approaches. Identifying that sequence in the context of various marketing problems is important. This course will help the students in building the same.Learning Objectives:We expect that the students of the course will be able to do the following at the end of the course:• Identify a marketing problem as a sequence of small questions• Identify the appropriate tools and datasets required to solve each small research question• Properly apply the various available tools and choose the best one• Create a marketing story out of the statistical and machine learning tools applied• Solve a marketing analytics project end to endPedagogy:The pedagogy will be based on the 30 hrs video of multiple modules. Students are expected to read the material provided, and actively take part in the discussion forums. We will have hands on training in the class.INTENDED AUDIENCE : ManagementPREREQUISITES : Marketing Management and Basic Knowledge of R ProgramingINDUSTRY SUPPORT : All analytics companies

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Material price :

Free

1:1 Online Training Fee: 1 /-
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