November 2025: Comprehensive Masterclass

A live and exclusive Masterclass from top experts in advanced attribution broken down into 6 sessions of experiential learning and hands-on approach to applying attribution in your industry. 

 

Who is it for: Hands-on professionals working daily with data.

 

What to expect: Everything in the executive track is included in this comprehensive track, plus advanced technical training on tools and methodologies for solving attribution challenges.

 

Format: Live instructor-led classes

 

Lecture:  3, 5 & 7th Nov


Workshop:  10, 12 & 14th Nov

November 2025: Comprehensive Masterclass

Course Content

Lecture Day 1

Executive Track:

Module 1: Advanced Attribution Foundations

Educators: Madan Bharadwaj

Module 2: Primer on Incrementality, MMM, MTA, Post-Purchase Surveys

Educators: Madan Bharadwaj

Invited Speaker Session:

Speakers: 

To be announced

Lecture Day 2

Executive Track:

Module 3: Shaping Advanced Attribution Strategy for Brands

Educators: Madan Bharadwaj

Module 4: Upgrading your marketing operations for advanced attribution

Educators: Madan Bharadwaj

Invited Speaker Session:

To be announced

Lecture Day 3

Analyst Track

Module 5: Testing for Incrementality & Diminishing Return , A Deep Dive

Educators: Madan Bharadwaj

Module 6: Statistics For Media Experiments

Educator: Prof. Palaniappan Ramu

Module 7: CRM Testing For Retention Marketing

Educators:
Arun Rajagopalan | Measurement Technologist | Measured, Wealth Engine
Cara Manion | CRM Measurement expert | Measured, Oracle, Sports Authority, Retail marketer

Invited Speaker Session:

To be announced

Workshop Day 1

Data Scientist Track

Worshop: Hands-on MMM Workshop Using Facebook Robyn, Google Lightweight And Uber Orbit

Educator: Shriram Pradeep

  • Workshop to build media mix models using Facebook Robyn open source modeling package | Step-by-step process to prepare data, perform exploratory data analysis, prepare data, feed data to models, analyze model fit, generate and analyze decomps, evaluate decomps against marketer’s channel performance expectations
  • Compare Facebook Robyn vs Google Lightweight vs Uber Orbit

Workshop Day 2

Analyst Track

Worshop: Hands-on Triangulation Analysis

Educator: Shivank PantLearn hands-on analyst skills around triangulation

  • Triangulation concepts deep dive | Triangulation demo | Triangulation case study

Invited Speaker: Neil Desai | Measurement Consultant | M^2, Amazon, PillPack, Precision Nutrition

  • Incrementality Flywheel Analysis

Workshop Day 3

Data Scientist Track

Worshop: Geo Testing - Macth Market Selection Using Facebook Geo Lift And Causal Lift Estimation Using Statistical Techniques

Educator: Bharathi Kannamma

  • Data science Workshop to work through identifying matched markets using Facebook GeoLift open source modeling package.
  • Data science workshop to work through lift estimation
    Module 9: AMA - Ask me Anything
    Open floor for participants to bring up any topic for discussion

Final Certification

Earn course completion certificate

  • Schedule and complete 1:1 discussion with Madan Bharadwaj

Earn advanced attribution professional badge

  • Advanced Attribution Project completion