Marketing Measurement Education Built for Real Decisions

Practical training for marketing, growth, and finance teams who need to understand attribution, incrementality, and MMM — without theory, fluff, or vendor bias.

Education Formats

Who This Is For

Designed for teams who need answers — not certificates

CMOs, Heads of Growth, and Performance Leads

Analytics, Insights, and Finance partners supporting marketing

Agencies advising brands on spend, efficiency, and growth

The Problem

Most teams don’t struggle with data — they struggle with confidence

Dashboards are everywhere. Answers are not.
Teams are expected to make million-dollar decisions using measurement frameworks they were never trained to evaluate.
M-Squared education exists to close that gap — turning complex measurement concepts into practical decision tools.

Education Formats

01

Workshops

Hands-on sessions that break down complex measurement topics into practical frameworks your team can apply immediately.

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02

Private Team Training

Custom education designed around your business, channels, and real performance questions — not generic examples.

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03

Executive & Leadership Sessions

Short, focused sessions built to align leadership teams on how measurement should guide strategy and investment.

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04

On-Demand Learning

Self-paced education covering attribution, incrementality, and MMM — built for busy operators who want clarity without committing to long programs.

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05

Advisory-Led Education

Education paired with expert guidance — ensuring concepts translate into better decisions, not just better understanding.

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Advanced Attribution Foundations

Advanced Attribution Foundations

Embark on a journey with Madan Bharadwaj as he offers a captivating exploration of the evolving landscape of marketing attribution.

Data Infrastructure In Advanced Attribution

Data Infrastructure In Advanced Attribution

Your marketing data infrastructure is an important factor in obtaining reliable attribution results. Dive into this course to explore the crucial considerations for storing and processing your marketing data.

Marketing Mix Modeling - Theory & Practice

Marketing Mix Modeling - Theory & Practice

This course offers a comprehensive exploration of marketing mix modeling, covering its historical context, data organization, model design, and result interpretation.

$149 USD
Incrementality Testing For CRM Audiences: A Practitioners Guide

Incrementality Testing For CRM Audiences: A Practitioners Guide

A panel of marketing experts and practioners discuss practical ways to unlock the value of your first party data.

$149 USD
Geo Match Market Incrementality Testing: A Practitioners Guide

Geo Match Market Incrementality Testing: A Practitioners Guide

A valuable resource for marketing professionals seeking to enhance their understanding and proficiency in assessing the incremental impact of geo-targeted marketing campaigns.

$149 USD
Marketing Operations and Accounting using Advanced Attribution

Marketing Operations and Accounting using Advanced Attribution

Learn how to prepare datasets for various advanced attribution needs. Typical Measurement infrastructure in data-forward brands and Marketing Accounting.

Statistics for Media Experiments

Statistics for Media Experiments

Professor Palaniappan Ramu provides an overview of the most widely used nomenclatures, metrics, and methods in the field, equipping you with the knowledge to excel in media experimentation.

$149 USD
Geo Spatial Analysis

Geo Spatial Analysis

This course gives an introduction to Geospatial Census data for marketing and a real-life Case Study on Zip-level testing using Facebook Reach & Frequency campaigns.

Optimizing Digital Campaigns With Advanced Attribution - Facebook/Search/OTT

Optimizing Digital Campaigns With Advanced Attribution - Facebook/Search/OTT

Follow along with Allison Lichtenberg as she provides practical examples of applying advanced attribution insights to optimize your campaign strategies.

Testing for Diminishing Returns - Using Geo & Split Testing

Testing for Diminishing Returns - Using Geo & Split Testing

Discover how Geo & Split testing techniques can uncover valuable growth opportunities for your business.

$149 USD
CMO's playbook for managing CFO's by Keary Phillips

CMO's playbook for managing CFO's by Keary Phillips

Our experts share their learnings and experience about how CMOs can effectively manage their relationship with CFOs, ensuring that marketing initiatives are understood, supported, and valued within the organization.

How do you communicate marketing contribution to executive team

How do you communicate marketing contribution to executive team

Communicating marketing contribution effectively to executive teams, operations teams, and the board requires tailoring your message to each audience's interests and priorities. Experts Keary Phillips and Laura Joukovski share their experience with June masterclass cohort

M^2 Agency Partnership

M^2 Agency Partnership

M^2 provides expert assistance to establish a training program in advanced attribution for agency teams and their client teams. Extended support on new business development initiatives including in pitch development, in-person pitch support...

$10,000 USD
Advanced Attribution Foundations

Advanced Attribution Foundations

Embark on a journey with Madan Bharadwaj as he offers a captivating exploration of the evolving landscape of marketing attribution.

Data Infrastructure In Advanced Attribution

Data Infrastructure In Advanced Attribution

Your marketing data infrastructure is an important factor in obtaining reliable attribution results. Dive into this course to explore the crucial considerations for storing and processing your marketing data.

Marketing Mix Modeling - Theory & Practice

Marketing Mix Modeling - Theory & Practice

This course offers a comprehensive exploration of marketing mix modeling, covering its historical context, data organization, model design, and result interpretation.

$149 USD
Incrementality Testing For CRM Audiences: A Practitioners Guide

Incrementality Testing For CRM Audiences: A Practitioners Guide

A panel of marketing experts and practioners discuss practical ways to unlock the value of your first party data.

$149 USD
Geo Match Market Incrementality Testing: A Practitioners Guide

Geo Match Market Incrementality Testing: A Practitioners Guide

A valuable resource for marketing professionals seeking to enhance their understanding and proficiency in assessing the incremental impact of geo-targeted marketing campaigns.

$149 USD
Case Study: A DTC Use Case Using Post-Purchase Surveys For Advanced Attribution

Case Study: A DTC Use Case Using Post-Purchase Surveys For Advanced Attribution

Join Growth Marketer Eli Esagoff as he demonstrates the effective use of post-purchase surveys to estimate the revenue impact of various marketing channels.

Case Study: Using Advanced Attribution To Drive Growth For A Mutual Fund Brand

Case Study: Using Advanced Attribution To Drive Growth For A Mutual Fund Brand

Learn how Mike Andrews was able to drive efficient growth for his Mutual Fund client using advanced attribution results.

Case Study: Using Advanced Attribution To Implement A Data-First Approach To Print-Heavy Women’s Fashion Brand

Case Study: Using Advanced Attribution To Implement A Data-First Approach To Print-Heavy Women’s Fashion Brand

Head of Data Science and Analytics, Gail Buffington, shares her experience using advanced attribution to optimize print campaigns.

Case Study: Standard Shopping vs PMAX For A Retail Brand

Case Study: Standard Shopping vs PMAX For A Retail Brand

Have you considered running a PMAX campaign? Join Daniel Pahl as he shares his expertise and experience in managing PMAX campaigns, providing valuable insights on how to incorporate them into your marketing strategy.

Marketing Operations and Accounting using Advanced Attribution

Marketing Operations and Accounting using Advanced Attribution

Learn how to prepare datasets for various advanced attribution needs. Typical Measurement infrastructure in data-forward brands and Marketing Accounting.

Statistics for Media Experiments

Statistics for Media Experiments

Professor Palaniappan Ramu provides an overview of the most widely used nomenclatures, metrics, and methods in the field, equipping you with the knowledge to excel in media experimentation.

$149 USD
Optimizing Digital Campaigns With Advanced Attribution - Facebook/Search/OTT

Optimizing Digital Campaigns With Advanced Attribution - Facebook/Search/OTT

Follow along with Allison Lichtenberg as she provides practical examples of applying advanced attribution insights to optimize your campaign strategies.

All education is designed to be practical, independent, and decision-focused — not platform-led or sales-driven.

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If you’re still evaluating options or need to align internally, we’re happy to share more information — no sales pitch, no pressure to book a call.