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AI-Driven Brand Campaign Strategy and Optimization · LearnSpace
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AI-Driven Brand Campaign Strategy and Optimization

Курс от Board Infinity
Продвинутый≈ 17.6 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Design scalable, AI-powered brand campaigns that integrate creative automation, predictive targeting, experimentation, and performance intelligence. This advanced course develops the capability to build high-performing omnichannel systems using generative AI, machine learning signals, and real-time optimization frameworks. The curriculum covers AI-driven creative generation and structured testing workflows, predictive audience modelling and personalization strategies, automated experimentation systems, and cross-channel attribution modelling. It emphasizes balancing short-term efficiency metrics such as ROAS and CAC with long-term brand equity and sustainable growth. Performance dashboards and predictive KPIs are used to translate data signals into strategic decisions. By the end, the course enables the design of integrated AI-enhanced campaign architectures that continuously learn, optimize, and scale across platforms. By the End, You Will: • Design AI-powered omnichannel campaigns with structured creative testing • Apply predictive targeting and personalization frameworks at scale • Implement experimentation systems for real-time optimization • Evaluate performance using attribution models and AI-driven dashboards This Course Is Ideal For: • Brand and performance marketing professionals • Growth and media strategy leaders • Agency teams managing cross-channel campaigns • Analysts building AI-enabled marketing systems Develop the expertise required to transform campaign execution into an intelligent, continuously optimizing growth engine. 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

AI PersonalizationA/B TestingGenerative AIAI powered creativityMarketing EffectivenessDigital Brand StrategyCampaign PlanningPerformance marketingPerformance AnalysisMarketing AutomationInformation PrivacyAdvertising CampaignsBrand MarketingData-Driven MarketingCross-Channel MarketingCampaign ManagementContent Performance AnalysisPersonalized CampaignsMarketing AnalyticsAI Enablement

Программа курса

4 модулей · 94 учебных материалов

01AI for Creative Development & Content Automation21 материалов

Introduction to the Course

Introduction to the CourseВидеоGlossaryЧтение

Generating AI-Powered Creative Concepts & Variations

Career Scope: Creative Strategy in the Age of AIВидеоUsing GenAI (ChatGPT, Midjourney, Runway) for Concepts & VariationsВидео

Учитесь у экспертов

Board Infinity

Instructor

AI-Driven Brand Campaign Strategy and Optimization
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Обучение на Coursera

≈ 17.6 ч

4 модулей

Язык: Английский

Субтитры: Арабский, Французский, Итальянский, Бразильский португальский, Корейский, Испанский, Японский

Часть программы вашего университета
Evaluating Brand Alignment of AI Creative AssetsВидео
Creative AI Tools MatrixЧтение
Generating AI-Powered Creative Concepts & VariationsЗадание

AI-Driven Creative Testing (Hooks, Formats, Visuals)

AI Tools for Creative Testing: Pattern Recognition & Variant RankingВидеоTesting Hooks, Story Angles & Format VariationsВидеоHeatmaps, Eye-Tracking, Attention ModelingВидеоCreative Fatigue, Wear-Out & Lifecycle ManagementВидеоAI Creative Testing Case StudiesЧтениеAI-Driven Creative Testing (Hooks, Formats, Visuals)Задание

Automation in Creative Production & Content Pipelines

Content Automation Workflows Using AIВидеоAI-Assisted Video Editing, Formatting & LocalizationВидеоScalability, Resource Savings & Quality ControlsВидеоCreative Sparks: Generating & Refining Campaign Concepts with AIDIALOGUEContent Pipeline Automation GuideЧтениеAutomation in Creative Production & Content PipelinesЗаданиеAI for Creative Development & Content AutomationЗаданиеQuick Course Check-InPLUGIN
02Personalization, Targeting & Omnichannel Delivery22 материалов

AI-Driven Audience Modeling & Predictive Targeting

Behavioral Signals, Lookalike Modeling & Predictive ScoringВидеоAutomated Targeting in Meta, TikTok, YouTube & ProgrammaticВидеоEvaluating Prediction-Based Audience PerformanceВидеоAudience Modeling ReportЧтениеAI-Driven Audience Modelling & Predictive TargetingЗадание

Personalization at Scale Across Omnichannel Ecosystems

Designing Cross-Channel Personalized JourneysВидеоContent Delivery Optimization Using AI SignalsВидеоHow Personalization Affects Engagement, Efficiency & Brand LiftВидеоCross-Channel Journey TemplateЧтениеPersonalization at Scale Across Omnichannel EcosystemsЗадание

Privacy-First Personalization & Zero-Party Data

GDPR, CCPA & Global Privacy RegulationsВидеоZero-Party Data Collection & Value Exchange ModelsВидеоEthical Personalization FrameworksВидеоPrivacy-First Targeting ToolkitЧтениеPrivacy-First Personalization & Zero-Party DataЗадание

Balancing Brand Building & Performance Marketing

Short-Term Performance vs Long-Term Brand EquityВидеоAI Optimization Risks to Brand DistinctivenessВидеоDesigning Dual-KPI Campaign SystemsВидеоDesigning Journeys: Personalization That Performs (Without Going Too Far)DIALOGUEBrand–Performance Balance PlaybookЧтениеBalancing Brand Building & Performance MarketingЗадание
03Real-Time Optimization, A/B Testing & Automated Experimentation23 материалов

Designing Experimentation Frameworks

When Should AI Step In—and When Should You?ОбсуждениеA/B, Multivariate, Sequential Testing ExplainedВидеоDesigning Experiments for Creative, Targeting & MediaВидеоSample Size, Statistical Significance & NoiseВидеоExperimentation Framework TemplatesЧтениеDesigning Experimentation FrameworksЗадание

Real-Time Optimization With AI Tools

AI Optimization Systems: Bidding, Budgets, TargetingВидеоReal-Time Dashboards: Detecting Patterns & AnomaliesВидеоIntervention Decision-Making Using Live AI SignalsВидеоOptimization Workflow GuideЧтениеReal-Time Optimization With AI ToolsЗадание

Automated Experimentation & Continuous Learning Systems

Automated Testing Platforms (Meta Advantage+, Google Performance Max)ВидеоContinuous Learning Systems & Feedback LoopsВидеоLong-Term ROI from Always-On OptimizationВидеоContinuous Optimization HandbookЧтениеAutomated Experimentation & Continuous Learning SystemsЗадание

Incrementality, Lift Studies & Causal Measurement

Why Attribution Is Not Enough: Correlation vs CausationВидеоIncrementality Testing, Holdouts & Lift StudiesВидеоUsing AI to Design & Interpret Incrementality TestsВидеоTest, Learn, Optimize: Building a Self-Improving CampaignDIALOGUEIncrementality & Causal Testing ToolkitЧтениеIncrementality, Lift Studies & Causal MeasurementЗадание
04Attribution Modeling, Performance Reporting & AI-Driven Growth28 материалов

Attribution Modeling in AI-Driven Environments

Last-Click, MTA, DDA, Algorithmic AttributionВидеоEvaluating Channel Contribution with Advanced ModelsВидеоBudget Allocation Using Attribution InsightsВидеоAttribution Model Comparison GuideЧтениеAttribution Modelling in AI-Driven EnvironmentsЗадание

AI-Powered Performance Dashboards & Predictive KPIs

Building Performance Dashboards Using AI ToolsВидеоPredictive KPIs: ROAS, CAC, LTV, Brand Lift ForecastingВидеоInterpreting Insights from AI-Based ReportsВидеоDashboard & Reporting TemplatesЧтениеAI-Powered Performance Dashboards & Predictive KPIsЗадание

Capstone: Build & Present an AI-Optimized Brand Campaign

Designing the Full Campaign System (Creative → Media → Optimization)ВидеоCreating the Performance DashboardВидеоCrafting the Strategic Performance ReportВидеоCapstone Rubric & Submission GuideЧтениеCapstone: Build & Present an AI-Optimized Brand CampaignЗадание

Media Mix Modeling (MMM) & Long-Term Growth Planning

What Is MMM & When to Use ItВидеоHow AI Is Modernizing MMM & ForecastingВидеоUsing MMM Insights for Strategic Budget AllocationВидеоCase StudyЧтениеMedia Mix Modelling (MMM) & Long-Term Growth PlanningЗадание

AI Risk, Over-Optimization & Leadership Decision-Making

Over-Optimization Traps in AI-Driven CampaignsВидеоWhen Humans Must Override AI SystemsВидеоOperating Models for AI-Driven Campaign TeamsВидеоFrom Data to Strategy: Presenting Your AI-Optimized CampaignDIALOGUEAI Campaign Operating Model & Risk PlaybookЧтениеAI Risk, Over-Optimization & Leadership Decision-MakingЗадание
Personalization, Targeting & Omnichannel DeliveryЗадание
Real-Time Optimization, A/B Testing & Automated ExperimentationЗадание
Attribution Modelling, Performance Reporting & AI-Driven GrowthЗадание
Course Closure - Gratitude !Видео