Analytics
Data Quality and Reporting Errors
Last Updated: October 17, 2026Identify common analytics data-quality issues, diagnose reporting discrepancies and establish repeatable validation controls.
Campaign Performance Analysis
Last Updated: October 17, 2026Evaluate campaigns systematically by objective, delivery, audience, funnel performance, cost, outcome quality and business impact.
Dashboards and Reports
Last Updated: October 17, 2026Design dashboards and reports that answer business questions with clear KPIs, context, data-quality notes and actionable findings.
Attribution Models
Last Updated: October 17, 2026Compare common marketing attribution models, understand how they allocate credit and choose an approach suited to the decision.
Marketing ROI
Last Updated: October 17, 2026Measure marketing return against investment, distinguish ROI from ROAS and document the costs and outcomes included.
Customer Lifetime Value (CLV)
Last Updated: October 17, 2026Understand customer lifetime value, common calculation methods, assumptions and how to compare CLV with acquisition cost.
Conversion Rate and ROAS
Last Updated: October 17, 2026Calculate conversion rate and return on ad spend, understand their denominators and use both with quality and profitability metrics.
CTR, CPC, CPM, CPA and CAC Formulas
Last Updated: October 17, 2026Learn formulas for click-through rate, cost per click, cost per thousand impressions, cost per acquisition and customer acquisition cost.
Marketing Metrics vs KPIs
Last Updated: October 17, 2026Distinguish broad marketing metrics from the small set of key performance indicators tied directly to objectives.
Measurement & Reporting
Last Updated: October 17, 2026Build a repeatable measurement and reporting process that connects objectives, metrics, data quality, analysis and action.
Goals and Conversion Tracking
Last Updated: October 17, 2026Translate business objectives into measurable outcomes and implement reliable conversion tracking across analytics and ad platforms.
UTM Parameters
Last Updated: October 17, 2026Use consistent UTM tags to identify campaign traffic and improve channel and campaign reporting.
Traffic Sources and Attribution
Last Updated: October 17, 2026Understand traffic channels, source and medium dimensions, attribution models and why reported credit differs by platform.
Events, Parameters and Conversions
Last Updated: October 17, 2026Learn the difference between analytics events, event parameters and conversion outcomes, and how to validate tracking.
Google Analytics 4 Fundamentals
Last Updated: October 17, 2026Understand GA4 properties, data streams, event-based measurement, reports, explorations and conversion configuration.
Web Analytics Fundamentals
Last Updated: October 17, 2026Learn how web analytics collects and interprets website data to understand traffic, behaviour, engagement and business outcomes.
What Is Digital Marketing Analytics?
Last Updated: October 17, 2026Digital marketing analytics is the collection and interpretation of channel, audience, website and conversion data to improve marketing decisions and business outcomes.