Coursera

AI Marketing Analytics Specialization

Coursera

AI Marketing Analytics Specialization

Empower Marketing with Data Insights.

Use SQL, GA4, Looker Studio, and analytics methods to turn marketing data into decisions.

Access provided by Universidad EAFIT

Get in-depth knowledge of a subject
Beginner level

Recommended experience

4 weeks to complete
at 10 hours a week
Flexible schedule
Learn at your own pace
Get in-depth knowledge of a subject
Beginner level

Recommended experience

4 weeks to complete
at 10 hours a week
Flexible schedule
Learn at your own pace

What you'll learn

  • Clean, normalize, and validate multi-channel marketing datasets for reliable reporting.

  • Write SQL queries to join campaign, session, event, ads, and CRM data.

  • Build Looker Studio dashboards that communicate marketing performance clearly.

  • Analyze attribution, cohorts, segments, tests, and forecasts to optimize campaigns.

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Taught in English
Recently updated!

June 2026

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Specialization - 5 course series

Data Preparation & Infrastructure

Data Preparation & Infrastructure

Course 1, 7 hours

What you'll learn

  • Clean and normalize campaign and CRM marketing datasets.

  • Write SQL queries to extract and join marketing data.

  • Validate data quality across analytics and ad platforms.

  • Profile datasets to identify reporting inconsistencies and gaps.

Skills you'll gain

Category: SQL
Category: Data Quality
Category: Data Cleansing
Category: Data Validation
Category: Data Preprocessing
Category: Marketing Analytics
Category: Data Manipulation
Category: Data Integrity
Category: Data Modeling
Category: Software Technical Review
Category: Marketing Operations
Category: Code Review
Category: Data Analysis
Category: Verification And Validation
Category: Data Transformation
Category: Data Mapping
Category: Data Synthesis
Category: Google Analytics
Category: Data Wrangling
Category: Cross-Channel Marketing
Business Intelligence & Visualization

Business Intelligence & Visualization

Course 2, 11 hours

What you'll learn

  • Build KPI frameworks tied to marketing business goals.

  • Create dashboards in Looker Studio using blended datasets.

  • Apply visualization best practices to improve reporting clarity.

  • Use data storytelling techniques to communicate recommendations.

Skills you'll gain

Category: Key Performance Indicators (KPIs)
Category: Dashboard Creation
Category: Business Intelligence
Category: Data Storytelling
Category: Pivot Tables And Charts
Category: Looker (Software)
Category: Star Schema
Category: Data Modeling
Category: Stakeholder Communications
Category: Snowflake Schema
Category: Performance Reporting
Category: Data Presentation
Category: Dashboard
Category: Management Reporting
Category: Interactive Data Visualization
Category: Business Reporting
Category: Marketing Analytics
Category: Data-Driven Marketing
Category: Data Visualization
Category: Marketing Effectiveness
Channel & Performance Analysis

Channel & Performance Analysis

Course 3, 6 hours

What you'll learn

  • Analyze paid media performance across multiple channels.

  • Evaluate SEO performance and search for visibility trends.

  • Use CRM analytics to assess customer lifecycle performance.

  • Recommend optimizations using marketing performance data.

Skills you'll gain

Category: Performance Analysis
Category: Conversion Funnel Analysis
Category: Cross-Channel Marketing
Category: Search Engine Optimization
Category: Campaign Management
Category: Marketing Automation
Category: Media Planning
Category: Performance marketing
Category: Content Performance Analysis
Category: Data-Driven Marketing
Category: Keyword Research
Category: Digital Marketing
Category: Customer Relationship Management (CRM) Software
Category: Web Analytics and SEO
Category: Marketing Effectiveness
Category: Marketing Budgets
Category: Marketing Analytics
Category: Digital Analysis
Category: Search Engine Marketing
Category: Digital Advertising
Audience & Attribution Analytics

Audience & Attribution Analytics

Course 4, 6 hours

What you'll learn

  • Conduct cohort analysis to measure retention and lifetime value.

  • Compare audience behavior across multiple user segments.

  • Evaluate attribution models across marketing channels.

  • Apply audience insights to improve targeting and spend decisions.

Skills you'll gain

Category: Customer Retention
Category: Journey Mapping
Category: Cross-Channel Marketing
Category: Marketing Budgets
Category: Customer Engagement
Category: Target Audience
Category: Performance Analysis
Category: Customer Analysis
Category: Return On Investment
Category: Customer Insights
Category: Conversion Funnel Analysis
Category: Budgeting
Category: Marketing Effectiveness
Category: Paid media
Category: Marketing Channel
Category: Marketing Analytics
Category: Customer Success Management
Category: Data-Driven Marketing
Category: Stakeholder Engagement
Category: Trend Analysis
Advanced Optimization & Experimental Design

Advanced Optimization & Experimental Design

Course 5, 9 hours

What you'll learn

  • Design and evaluate statistically sound A/B tests.

  • Build forecasting models for campaigns and budget planning.

  • Use GA4 insights to identify funnel and tracking issues.

  • Recommend data-driven optimization strategies across channels.

Skills you'll gain

Category: Conversion Funnel Analysis
Category: Google Analytics
Category: Forecasting
Category: Data Quality
Category: A/B Testing
Category: Analytics
Category: Campaign Planning
Category: Marketing Effectiveness
Category: Marketing Analytics
Category: Marketing Strategies
Category: Web Analytics
Category: Statistical Analysis
Category: Marketing Budgets
Category: Stakeholder Communications
Category: Campaign Management
Category: Budgeting
Category: Statistical Reporting
Category: Data-Driven Marketing
Category: Financial Forecasting
Category: Demand Planning

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513 Courses113,962 learners

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