Become the Expert Your Business Needs
Marketing Mix Modeling isn’t just numbers. It’s the art and science of turning data into decisions. Our End-to-End MMM Course gives you everything: the fundamentals, advanced techniques, and the confidence to lead projects that shape strategy.
11 Modules
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Complex hands-on real-world project
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MASS Analytics Certificate
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MassTer Software
MMM End-to-End Course Overview
The End-to-End Course is a full immersion into the art and science of Marketing Mix Modeling. Over 11 modules, you’ll move from theory to practice, mastering every step of the MMM workflow with real-world data and our flagship software, Master.
From building models to interpreting results, optimizing media, and forecasting future performance, you’ll gain the skills to lead MMM projects with confidence.
Master MMM
From Bayesian to hierarchical and nested models, you’ll tackle complexity head-on and learn how to turn raw data into actionable insights that brands trust.
Stories That Influence Decisions
Build a full MMM project, craft compelling recommendations, and defend them in a live session, just like you would in the boardroom.
Real Business Scenarios
Using our flagship software, MassTer, you’ll optimize budgets, forecast outcomes, and make decisions that mirror high-stakes, real-world challenges.
Course Modules
This module lays the groundwork for understanding Marketing Mix Modelling (MMM).
Participants will explore the core purpose of MMM, why it matters in today’s data-driven marketing environment, and how it supports smarter business decisions.
This module provides a clear overview of the end-to-end MMM process, serving as a roadmap for the entire course.
Participants will learn how different stages connect—from data collection and preparation, to model building, validation, and interpretation of results under the umbrella of the Data Analytics and Cross-Industry Standard Process of Data Mining (CRISP-DM).
This module focuses on the critical first step of any MMM project: identifying, gathering, and assessing the right data.
Participants will explore the data categories required for MMM, from marketing and media investments to external factors such as seasonality, and weather.
This module dives into the essential steps of preparing raw data for MMM analysis.
Participants will learn how to clean and structure datasets, address Calendar Variables, and apply transformation techniques that make the data suitable for modeling.
This module introduces the heart of MMM: building statistical models that explain and predict business outcomes.
Participants will learn how simple and multiple linear regression is applied within MMM, why it is widely used, and the principles behind constructing robust models.
This module focuses on understanding how to transform model outputs into meaningful business insights.
Participants will learn how to interpret key results, with an emphasis on calculating Return on Investment (ROI) for different marketing channels and understanding their contribution to overall sales.
This module introduces the practical application of MMM results through optimization techniques.
Participants will learn how to use model outputs to test different budget allocation scenarios and identify the mix that maximizes impact.
This module equips participants with tools to look beyond historical analysis and project future outcomes.
Participants will be introduced to forecasting methods that predict sales and performance under expected market conditions, as well as simulation techniques that test “what-if” scenarios.
This module highlights the importance of communicating MMM findings in a clear and actionable way.
Participants will learn how to structure reports that translate complex statistical outputs into insights that stakeholders can easily understand.
They are designed to bridge theory and practice, allowing learners to apply core concepts to real-world scenarios and demonstrate their mastery in a hands-on context.
What Makes Us Different
MMM Authority
Led by Dr. Ramla Jarrar, a pioneer with 20+ years of experience, this program distils decades of expertise into an advanced, immersive learning experience for professionals ready to lead MMM at scale.
Embodies Real-World Complexity
Through the real-world project and our flagship software, MassTer, you’ll run a full MMM project end-to-end. From advanced data transformations to building nested and hierarchical models, you’ll tackle the same challenges brands face every day: budget trade-offs, forecasting, and optimization under real constraints.
Expert Evaluation
Your work is evaluated by seasoned MMM experts, not algorithms. The MASS Analytics certificate is proof you can build, validate, and defend MMM strategies at the highest level, influencing decisions in the boardroom and shaping marketing performance.
Built by Experts. For Future Experts.
Marketing managers and brand strategists seeking to understand how MMM can help them measure and improve ROI across channels.
Media planners and buyers aiming to understand the principles of MMM to allocate budgets more effectively.
Business intelligence professionals interested in applying statistical models to marketing data.
Consultants and agency professionals who support clients with marketing performance analysis.
How you’ll learn
Structured Curriculum
clear module-by-module progression.
Expert Instruction
short video lectures and practical demos.
MassTer with Real Data
practice on a real dataset.
Assessment & Certification
project submission and oral presentation.
Instructors
Dr. Ramla Jarrar
Leading worldwide MMM expert with +20 years of experience and President, co-founder of MASS Analytics.
Speaker at The MMM Summit @Google 2022, The I-COM Summit 2025, Campaign Media Briefing 2023, and ARF’s Attribution & Analytics Accelerator 2023
Meher Boualem
Marketing analytics expert with 10 years of experience in MMM and Head of Customer Success at MASS Analytics.
Known for his deep product knowledge and steady, hands-on support, he’s the go-to person for anything related to MassTer.
Do You Want to Elevate Your Team’s skills?
Book a discovery call and explore what we are offering.