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Google Tag Manager
Google Tag Manager is a free tag management system that allows you to deploy and manage marketing and analytics tags on your website or mobile app without modifying the u...
- Analyze the role of Google Tag Manager in digital analytics...
- Design and configure a GTM container with appropriate tags,...
- +6 more outcomes
Cohort and Retention Analysis
Cohort and retention analysis is a quantitative methodology for studying how groups of users — defined by a shared event or time period — behave over time.
- Define cohort types and explain the role of retention analys...
- Calculate retention, churn, and cohort curves from user acti...
- +6 more outcomes
SQL for Marketers
SQL, or Structured Query Language, is the standard programming language used to communicate with relational databases, allowing users to retrieve, filter, aggregate, and...
- Apply SQL SELECT, FROM, WHERE to extract relevant marketing...
- Use GROUP BY to aggregate campaign performance metrics by ch...
- +6 more outcomes
TikTok Pixel and Events Tracking
TikTok Pixel and Events Tracking is a system of JavaScript code and server-side APIs that monitor user interactions on a website or app after they engage with TikTok ads.
- Explain how the TikTok Pixel tracks user interactions and co...
- Install the TikTok Pixel on a website using manual code inse...
- +6 more outcomes
TikTok Branded Hashtag Challenges
TikTok Branded Hashtag Challenges are interactive, paid or organic campaigns that invite users to create and share content under a specific hashtag, often tied to a brand...
- Analyze TikTok's algorithm and hashtag mechanics to identify...
- Design a branded hashtag challenge concept that aligns with...
- +6 more outcomes
Apple Search Ads Attribution & Measurement
Apple Search Ads Attribution & Measurement is the discipline of identifying which Apple Search Ads impressions and clicks lead to app installs and downstream user actions...
- Analyze the App Store advertising landscape to identify stra...
- Apply attribution fundamentals to design a measurement frame...
- +6 more outcomes
Real-Time Bidding Mechanics
Real-Time Bidding (RTB) is the automated, auction-based mechanism through which digital advertising inventory is bought and sold in milliseconds, connecting advertisers w...
- Analyze the real-time bidding ecosystem to identify key stak...
- Design a bid request and response structure that meets RTB p...
- +6 more outcomes
Cookieless Measurement Architecture
Cookieless measurement architecture is the discipline of designing and implementing data collection, processing, and analysis systems that function without reliance on th...
- Analyze the cookieless landscape to identify key drivers and...
- Design a first-party data collection framework that integrat...
- +6 more outcomes
Survival Analysis for Churn Prediction
Survival analysis is a branch of statistics focused on modeling the time until an event of interest occurs, such as customer churn, equipment failure, or patient recovery...
- Analyze the churn data as a time-to-event problem, effective...
- Interpret survival and hazard functions, apply Kaplan-Meier...
- +6 more outcomes
Propensity Scoring Models
Propensity scoring is a statistical and machine learning methodology used to estimate the probability that an individual, customer, or entity will perform a specific acti...
- Analyze key propensity scoring concepts and applications to...
- Design clear data requirements and target definitions for ef...
- +6 more outcomes
Log File Analysis for SEO
Log file analysis for SEO is the systematic examination of server log files—records of every request made to a website—to understand how search engine bots, such as Googl...
- Analyze the structure and purpose of server log files to inf...
- Design a log file collection and storage system that ensures...
- +6 more outcomes
Crawl Budget Optimization
Crawl budget optimization is the practice of managing how search engine bots discover, crawl, and process the pages of a website within a given timeframe.
- Analyze server logs and Search Console data to measure crawl...
- Design a site architecture with strategic internal linking t...
- +6 more outcomes
Schema Markup Architecture
Schema markup architecture is the discipline of designing, implementing, and managing structured data systems that communicate meaning to search engines and other machine...
- Analyze the role of structured data in search engine underst...
- Differentiate between JSON-LD, Microdata, and RDFa syntax fo...
- +6 more outcomes
Site Architecture and Internal Linking
Site architecture refers to the logical organization of a website’s pages, URLs, and navigation, while internal linking is the system of hyperlinks that connect those pag...
- Design a logical URL hierarchy that reflects site structure...
- Evaluate navigation menus to ensure they align with user int...
- +6 more outcomes
Redirect Mapping for Site Migrations
Redirect mapping is the systematic process of cataloging every existing URL on a website and defining the appropriate HTTP redirect — typically a 301 permanent redirect —...
- Analyze the impact of redirect mapping on SEO and user exper...
- Differentiate between 301, 302, and other HTTP redirect stat...
- +6 more outcomes