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Data science blog by Stephen Tracy
About
Blog
Courses
Speaking
Advisory
Consulting
Coaching
Contact
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About
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Courses
Folder: Work With Me
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Progress
Master Marketing Analytics
Complete & Continue Next Lesson Learn More
Course Introduction
2 Lessons
What this course will cover
Downloading course resources
Marketing Analytics Strategy
10 Lessons
Why We Measure?
The importance of measuring what matters
What is a data strategy
Tips to improve your data strategy
Creating an analytics roadmap
Campaign journey mapping for better measurement planning
Live demo of campaign journey mapping (MAP)
Step by step guide for creating a campaign journey MAP
Importance of omni-channel measurement
How to choose the right measurement tools
Metrics
3 Lessons
Understanding metrics
How to choose the right metrics and KPIs
Marketing metrics cheatsheet
Case Study & Activity #1
5 Lessons
Case Study #1: Briefing and activity
Case Study #1: Metrics identified
Case Study #1: Unpacking custom metrics
Case Study #1: Data analysis activity
Case Study #1: Data analysis activity answers
Web Analytics
7 Lessons
Intro to Web and App Analytics
Web & App Analytics: Tools & Competitor Landscape
How to setup Google Analytics 4 (GA4)
How to use the Google Analytics 4 (GA4) dashboard
Create and edit custom reports in Google Analytics 4 (GA4)
Data retention setting in GA4
How to use data explorations in GA4
Social Media Analytics
9 Lessons
Intro to Social Media Monitoring
Social Media Monitoring: Tools & Competitor Landscape
DEMO: Social Media Monitoring with Sprout
Intro to Owned Social Analytics
Social Media Management: Tools & Competitor Landscape
Meta Business Suite Insights dashboard
Exporting Data from the Meta Business Suite
Engaged Users Metric is now available in the Meta Business Suite
DEMO: Using a 3rd Party Tool for Owned Social Analytics
Online Advertising Analytics
1 Lesson
Intro to Online Advertising Analytics
Online Surveys
3 Lessons
Intro to Online Surveys
Survey Software Tools & Competitor Landscape
Measuring Campaign Effectiveness via Online Surveys
Email & CRM Analytics
4 Lessons
Intro to Email Marketing Analytics
Email Marketing Tools & Competitor Landscape
Intro to CRM Analytics
CRM Tools & Competitor Landscape
Benchmarks
2 Lessons
Understanding Marketing Benchmarks
The 20% Rule - When to Take Action on Your Data
Engineering Data
6 Lessons
What is Data Engineering?
Examples of Instrumentation
Tracking Inbound Links with UTM Parameters
Link builder tool for bulk creation
Finding UTM reports in Google Analytics
Advanced UTM reports in GA4 and intro to data explorer
Case Study & Activity #2
5 Lessons
Case Study #2: Briefing & Activity
Case Study #2: Metrics Identified
Case Study #2: Unpacking Custom Metrics
Case Study #2: Data Analysis Activity
Case Study #2: Data Analysis Activity Answers
Marketing Optimization
8 Lessons
Intro to Marketing Optimization
Approaches to Optimization
Optimization Through Historical Analysis
Mini Case Study: Historical Analysis Applied
Optimization Through Experiments
How to Run an A/B Test
How to Calculate Sample Size for an A/B Test
How to Calculate the Statistical Significance of an A/B Test
Reporting & Analysis
5 Lessons
Reporting Framework
When do you Need an Automated Dashboard?
How to Create a Dashboard in Google Looker Studio (formerly Data
Thinking Beyond Traditional Dashboards
Learning the Basics of Data Analysis
Measuring ROI
4 Lessons
Understanding ROI
Mini Case Study: When marketing returns go beyond financial ROI
ROI Activity: Overview
ROI Activity: Answers
Course Wrap-up
1 Lesson
Course Recap & Key Takeaways
Master Marketing Analytics
Complete & Continue Next Lesson Learn More
Marketing Analytics Strategy

Why We Measure?

Complete & Continue Next Lesson Learn More

Links

  • How Netflix Became a $100 Billion Company in 20 Years | Product Habits

  • Netflix: A Case of Transformation for the Digital Future | by N. Venkat Venkatraman | Medium

  • Jason Chaffetz's Impossible Chart & Some DataViz Sins You Should Never Commit

  • How Optimizely (Almost) Got Me Fired [REPOST]

  • Spotify’s legendary User Data Campaign | by Thanasis Papadopoulos | AD DISCOVERY — CREATIVITY Stories by ADandPRLAB | Medium

  • Melting Memories - Refik Anadol

Downloads

  • Why we measure [Slides]

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