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Advanced Google Analytics 4: Optimization and Attribution · LearnSpace
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Advanced Google Analytics 4: Optimization and Attribution

Курс от Board Infinity
Продвинутый≈ 16.2 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Learn how to optimize marketing performance using Google Analytics 4 (GA4), Google Ads, Looker Studio, and BigQuery in this advanced analytics course. This hands-on training helps marketers automate insights, analyse attribution paths, and build AI-driven dashboards to improve campaign ROI using modern marketing analytics strategies. In Module 1, you will begin by learning how to connect GA4 with marketing and reporting tools. The course shows how to integrate GA4 with Google Ads and Looker Studio to automate reporting and generate faster insights. Next, you will explore advanced audience segmentation to create predictive audiences and apply personalization strategies using GA4 data. You will also learn multi-touch attribution analysis to understand how different marketing channels contribute to conversions and how to optimize campaign budgets using GA4 attribution models. The course ends with a practical capstone project where you build dashboards, automate reporting workflows, and design a campaign optimization plan. By the end, you will: • Build automated GA4 dashboards using Looker Studio • Create predictive audiences and personalization strategies • Analyse attribution models to improve campaign ROI • Integrate GA4 with Google Ads and BigQuery • Develop a data-driven campaign optimization strategy This course is ideal for: • Digital marketers optimizing campaigns with GA4 • Marketing analysts learning advanced analytics • Professionals upgrading Google Analytics skills • Marketing teams seeking automated reporting Start applying advanced GA4 techniques to make smarter marketing decisions with confidence. Disclaimer: This is an independent educational resource created by Board Infinity for informational and educational purposes only. This course is not affiliated with, endorsed by, sponsored by, or officially associated with any company, organization, or certification body unless explicitly stated. The content provided is based on industry knowledge and best practices but does not constitute official training material for any specific employer or certification program. All company names, trademarks, service marks, and logos referenced are the property of their respective owners and are used solely for educational identification and comparison purposes.

Навыки, которые вы освоите

Google AnalyticsData GovernancePersonalized CampaignsMarketing AnalyticsLooker (Software)Data IntegrationDigital AnalysisMarketing BudgetsCampaign ManagementWeb AnalyticsMarketing EffectivenessData-Driven MarketingGoogle AdsData IntegrityData StorytellingAI PersonalizationPresentationsMarketing ChannelMarketing AutomationData Presentation

Программа курса

4 модулей · 79 учебных материалов

01Integrating AI and GA4 for Advanced Insights26 материалов

Introduction to the Course

Introduction to the CourseВидеоGlossaryЧтение

Connecting GA4 with Marketing Ecosystems

How GA4 Integrates Across Google Marketing ToolsВидеоConfiguring Google Ads and Looker Studio IntegrationsВидео

Учитесь у экспертов

Board Infinity

Instructor

Advanced Google Analytics 4: Optimization and Attribution
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Обучение на Coursera

≈ 16.2 ч

4 модулей

Язык: Английский

Часть программы вашего университета
Verifying Data Accuracy Across PlatformsВидео
GA4 Integration ChecklistЧтение
Connecting GA4 with Marketing EcosystemsЗадание

Leveraging AI for Automated Reporting

Natural-Language Query in GA4 ExplorationsВидеоUsing Chat-Based Analytics in Looker Studio and BigQueryВидеоBuilding Automated Insight SummariesВидеоAI-Assisted Reporting Tools ComparisonЧтениеLeveraging AI for Automated ReportingЗадание

Ensuring Data Integrity and Governance

Auditing GA4 Data for Accuracy and CompletenessВидеоMaintaining Data Governance and ComplianceВидеоPreventing AI-Amplified Data ErrorsВидеоData Governance Frameworks for MarketersЧтениеEnsuring Data Integrity and GovernanceЗадание

Holistic Performance: Joining GA4 with External Data Sources

The Need for Holistic Data: True LTV and ROIВидеоPreparing Offline/CRM Data for ImportВидеоJoining Data Sets in BigQuery Part 1: IdentifiersВидеоJoining Data Sets in BigQuery Part 2: Advanced QueriesВидеоTelling the Story of Your Data: Explaining Cross-Platform Flows to ClientsDIALOGUEBuilding a Single Customer View (SCV)ЧтениеHolistic Performance: Joining GA4 with External Data Sources ЗаданиеIntegrating AI and GA4 for Advanced Insights ЗаданиеQuick Course Check-InPLUGIN
02Predictive Audience Segmentation and Personalization17 материалов

Creating Predictive Audience Segments

Predictive Segmentation Concepts in GA4ВидеоBuilding Segments Using Purchase and Churn ProbabilityВидеоTesting and Validating Segment PerformanceВидеоPredictive Audience PlaybookЧтениеCreating Predictive Audience SegmentsЗадание

Personalizing Campaigns with AI Insights

Dynamic Creative Optimization BasicsВидеоTailoring Messages Using Predictive DataВидеоMeasuring Personalization Impact in GA4 ReportsВидеоReal-World Personalization Case StudiesЧтениеPersonalizing Campaigns with AI InsightsЗадание

Managing and Refining Audience Strategies

Comparing Audience Overlap and Exclusion RulesВидеоSegment Lifecycle Management in GA4ВидеоOptimizing Segmentation Rules for ScalabilityВидеоDesigning Smart Segments: Unlocking Personalization with Predictive AudiencesDIALOGUEOperating and Scaling Audience StrategiesЧтениеManaging and Refining Audience StrategiesЗадание
03Attribution Analysis and Optimization18 материалов

Understanding Attribution Models

Your budget moved—did attribution lie to you?ОбсуждениеAttribution Basics: Last Click vs Data-DrivenВидеоGA4’s Attribution Settings and Model OptionsВидеоChoosing Models for Different Marketing GoalsВидеоAttribution Model Comparison GuideЧтениеUnderstanding Attribution ModelsЗадание

Comparing Model Performance

Analyzing ROI Under Different Attribution MethodsВидеоCreating Custom Attribution Reports in GA4ВидеоVisualizing Attribution Results in Looker StudioВидеоEvaluating Attribution Models for ROIЧтениеComparing Model PerformanceЗадание

Optimizing Budgets with Attribution Insights

Redistributing Spend Based on Attribution OutcomesВидеоScenario Planning with Attribution DataВидеоCase Study: ROI Improvement Through AttributionВидеоAttribution in Action: Decoding the ROI Behind Every ClickDIALOGUEUsing Attribution to Drive Budget DecisionsЧтениеOptimizing Budgets with Attribution InsightsЗадание
04Capstone — AI-Driven Campaign Optimization Plan18 материалов

Planning the Optimization Project

Defining Campaign Objectives and KPIsВидеоSelecting GA4 Datasets and Metrics for AnalysisВидеоDesigning the Optimization FrameworkВидеоOptimization Blueprint TemplateЧтениеPlanning the Optimization ProjectЗадание

Executing the Optimization Analysis

Integrating Predictive and Attribution InsightsВидеоEvaluating Performance and Generating FindingsВидеоDocumenting Key Insights in Looker StudioВидеоCase StudyЧтениеExecuting the Optimization AnalysisЗадание

Presenting and Defending Results

Creating Executive Dashboards for PresentationВидеоStorytelling Your Optimization ImpactВидеоDefending Data-Driven Recommendations with EvidenceВидеоPitch Perfect: Defending Your AI-Optimized Campaign StrategyDIALOGUEPresenting and Defending AI‑Driven RecommendationsЧтениеPresenting and Defending ResultsЗадание
Predictive Audience Segmentation and PersonalizationЗадание
Attribution Analysis and OptimizationЗадание
Capstone — AI-Driven Campaign Optimization PlanЗадание
Course Closure - Gratitude !Видео