CMA’s Digitial Analytics Online Certificate course consists of instructor recorded videos, synchronized PowerPoint presentations and discussion boards. Throughout the 10-week course students will be required to complete and submit an assignment, discussion post or quiz each week. This course also includes four live interactive webinars, during which students have the opportunity to engage with fellow students and to ask direct questions to the instructor.
The following is a general outline of the course content.
Session 1: The Analytic-Minded Marketer
- What is an Analytic-Minded Marketer?
- Types of Analysis a Marketer Does
- Key Terms for Analytics
- Tensions of Marketing Analytics
- Tips and Things to Think About for The Analytic-Minded Marketer
Session 2a: Digital Marketing Planning and Measurement Principles
- Business and Marketing Goals
- Marketing Communication Objectives
- Principles of Marketing Metrics and Measurement
- Tips and Things to Think About for Planning and Measurement Principles
Session 2b: Digital Marketing Planning and Measurement Practices
- The Digital Marketing Planning and Measurement Model
- The SMART Objective
- Marketing Return on Investment (ROI)
- Essential Math for Marketing
- Tips and Things to Think About for Planning and Measurement Practices
Session 3: All About Data
- Data Collection Planning
- Data Types and Sources
- Data Quality
- Example of Data Collection Thinking
- Tips and Things to Think About for the Data
- Data Resources for Digital Marketing
- Website Analysis with Google Analytics 4 (GA4)
Session 4: Analysis Methods for Marketing
- Types of Analytics
- Principles of Statistical Significance
- Principles of Regression Analysis
- Principles of Marketing Mix Modeling
- Marketing Attribution
- Pitfalls of Data Analysis
- Tips and Things to Think About for Doing Analysis
Session 5: Continuous Experimentation
- A Culture of Growth
- Principles of Business Experimentation
- A/B Testing
- Digital Marketing Optimization
- Tips and Things to Think About for Continuous Experimentation
Session 6: Data Storytelling
- Principles of Storytelling for Marketing Analytics
- Data Storytelling
- Principles of Communication Design for Data Analysis
- Data Visualization
- Essential Types of Data Visualization
- Tips and Things to Think About for Data Storytelling
- Reporting with the Slidedoc®
- Dashboards with Looker Studio
Session 7: Measuring and Analyzing: Brand Awareness
- Why Brand Awareness Matters as a Marketing Communication Objective
- How to Measure Brand Awareness
- Content Marketing
- Paid Advertising
- Website
- Email Marketing
- Social Networks
- Tips and Things to Think About for Measuring and Analyzing: Brand Awareness
Session 8: Measuring and Analyzing: Your Audience
- Why Having an Audience Matters as a Marketing Communication Objective
- How to Measure Your Audience
- Website
- Email Marketing
- Social Networks
- Native Mobile App
- Tips and Things to Think About for Measuring and Analyzing: Your Audience
Session 9: Measuring and Analyzing: Engagement
- Why Engagement Matters as a Marketing Communication Objective
- Types of Engagement Behaviour
- How to Measure Engagement
- Social and Share Behaviours
- Silent Behaviour
- Service Behaviour
- Website
- Native Mobile App
- Tips and Things to Think About for Measuring and Analyzing: Engagement
Session 10: Measuring and Analyzing: Conversion
- Why Conversion Matters as a Marketing Communication Objective
- Micro Conversion vs. Macro Conversion
- How to Measure Conversion
- Conversion Rate Optimization (CRO)
- Tips and Things to Think About for Measuring and Analyzing: Conversion