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 IEM UEM Group

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: Data Quality
Category: Data Validation
Category: SQL
Category: Data Cleansing
Category: Data Analysis
Category: Verification And Validation
Category: Data Transformation
Category: Code Review
Category: Google Analytics
Category: Data Mapping
Category: Software Technical Review
Category: Marketing Analytics
Category: Data Preprocessing
Category: Data Wrangling
Category: Marketing Operations
Category: Data Synthesis
Category: Data Modeling
Category: Data Manipulation
Category: Data Integrity
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: Data Visualization
Category: Dashboard
Category: Stakeholder Communications
Category: Data-Driven Marketing
Category: Dashboard Creation
Category: Looker (Software)
Category: Marketing Analytics
Category: Management Reporting
Category: Interactive Data Visualization
Category: Snowflake Schema
Category: Performance Reporting
Category: Data Modeling
Category: Pivot Tables And Charts
Category: Marketing Effectiveness
Category: Key Performance Indicators (KPIs)
Category: Data Presentation
Category: Star Schema
Category: Business Intelligence
Category: Data Storytelling
Category: Business Reporting
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: Digital Advertising
Category: Campaign Management
Category: Cross-Channel Marketing
Category: Performance Analysis
Category: Data-Driven Marketing
Category: Marketing Budgets
Category: Digital Marketing
Category: Search Engine Marketing
Category: Search Engine Optimization
Category: Media Planning
Category: Marketing Automation
Category: Web Analytics and SEO
Category: Marketing Analytics
Category: Performance marketing
Category: Keyword Research
Category: Conversion Funnel Analysis
Category: Content Performance Analysis
Category: Customer Relationship Management (CRM) Software
Category: Marketing Effectiveness
Category: Digital Analysis
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: Target Audience
Category: Data-Driven Marketing
Category: Customer Engagement
Category: Trend Analysis
Category: Stakeholder Engagement
Category: Performance Analysis
Category: Marketing Channel
Category: Customer Retention
Category: Budgeting
Category: Journey Mapping
Category: Marketing Effectiveness
Category: Marketing Analytics
Category: Cross-Channel Marketing
Category: Customer Analysis
Category: Customer Insights
Category: Marketing Budgets
Category: Conversion Funnel Analysis
Category: Customer Success Management
Category: Paid media
Category: Return On Investment
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: Demand Planning
Category: Analytics
Category: Campaign Management
Category: Budgeting
Category: Data-Driven Marketing
Category: Google Analytics
Category: Data Quality
Category: Web Analytics
Category: Statistical Reporting
Category: Campaign Planning
Category: Financial Forecasting
Category: Marketing Effectiveness
Category: Statistical Analysis
Category: Marketing Budgets
Category: Conversion Funnel Analysis
Category: Forecasting
Category: Marketing Strategies
Category: A/B Testing
Category: Stakeholder Communications
Category: Marketing Analytics

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489 Courses112,906 learners

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