Mastering Programmatic Media: The Complete Toolkit for Modern Digital Strategists
You're under pressure. Your campaigns are underperforming, budgets are tightening, and the expectation to deliver transparent, ROI-driven results has never been higher. You're not just expected to run ads - you're expected to orchestrate intelligent systems that scale, adapt, and convert with precision. But without a clear framework, programmatic feels chaotic. Fragmented tools. Unclear KPIs. Blind bidding. You're spending more time troubleshooting than strategising. Meanwhile, top-tier strategists are moving fast. They're leveraging automation, data layers, and real-time optimisation to generate consistent, measurable growth. They're not guessing - they're deploying proven systems that turn audience signals into campaign architecture. And their results speak for themselves. One digital strategist at a global agency used this exact methodology to reduce client CPA by 38% in six weeks - and secure a 12-month retainer extension as a result. You don't need to become a data scientist. But you do need to master programmatic media from the inside out. Not as a siloed channel, but as a strategic force multiplier across your entire digital ecosystem. This course isn't another theory dump. It's a complete, battle-tested toolkit designed for practitioners who need to move from uncertainty to command. Mastering Programmatic Media: The Complete Toolkit for Modern Digital Strategists gives you a step-by-step system to go from scattered execution to structured, scalable strategy in under 30 days. You'll build a board-ready plan that demonstrates clear causality between media decisions and business KPIs, using frameworks trusted by leading brands and agencies worldwide. You'll gain immediate confidence in designing, launching, and defending programmatic strategies that are efficient, ethical, and engineered for performance. No fluff. No distractions. Just the exact tools, templates, and tactical logic that top strategists use daily. This course is the bridge from being reactive to being recognised. From stuck to strategic. From optimising placements to owning the media stack. Here's how this course is structured to help you get there.Course Format & Delivery Details Self-paced, immediate access, zero time pressure. You enrol and begin on your schedule. No live sessions. No deadlines. Whether you're fitting this around client work, agency hours, or global time zones, you control the pace. Most learners complete the core framework in 3–4 weeks, with many applying key principles to live campaigns within the first 72 hours. Lifetime Access & Future Updates
You're not buying a one-time course. You're gaining permanent access to a living curriculum. Each time programmatic standards evolve - new privacy regulations, bidding models, ID solutions - updates are seamlessly integrated at no extra cost. This toolkit grows with the industry, and so will your expertise. - Lifetime access to all course materials
- Ongoing content updates aligned with market shifts
- Always-on mobile-friendly platform for learning anytime, anywhere
- 24/7 global access across devices
What You’ll Receive
This is not passive learning. You'll build a complete programmatic strategy from the ground up, using real-world templates and decision trees modelled after Fortune 500 campaign blueprints. Every learner who completes the course receives a Certificate of Completion issued by The Art of Service - a globally recognised credential that validates your mastery of modern media execution. This certification is referenced by hiring managers at digital agencies, in-house brand teams, and performance consultancies. Instructor Support & Implementation Guidance
You're not navigating alone. You'll receive direct feedback on your strategic framework from certified digital media instructors with over a decade of experience in global programmatic ecosystems. Whether you're refining audience segmentation logic or troubleshooting bidding logic, expert guidance is built into your learning path. All support is structured to accelerate implementation, not just understanding. Pricing & Payment
No hidden fees. No subscriptions. One straightforward investment covers everything: coursework, tools, updates, and certification. We accept Visa, Mastercard, and PayPal. Full payment security is guaranteed through PCI-compliant processing. Risk Reversal Guarantee
Your success is our priority. That’s why we offer a 100% satisfied or refunded guarantee. If you complete the course and do not feel you have gained a professional-grade advantage in programmatic strategy, request a full refund. No questions. No risk. After Enrollment: What to Expect
Shortly after enrolling, you’ll receive a confirmation email. Your access details and login information will be sent separately once your course materials are fully prepared. This ensures your learning environment is optimised and error-free from day one. Will This Work For Me?
Yes. This toolkit has been stress-tested across roles, industries, and experience levels. Agency planners, brand media leads, performance managers, and digital directors have all used this methodology to strengthen client retention, reduce waste, and build board-level credibility. - A media buyer in Singapore increased campaign margins by 42% using the cross-platform bidding calibration framework.
- A marketing director at a DTC brand in London reduced third-party dependency by redesigning their ID strategy using Module 5 principles.
- Even if you’ve never managed a DSP directly, this course gives you the strategic fluency to lead teams confidently and audit vendor claims with precision.
This works even if you’re new to programmatic, transitioning from traditional media, or overwhelmed by technical complexity. You'll learn to speak the language, command the tools, and design campaigns that are resilient, transparent, and results-driven. The tools are in your hands. The path is clear. Your competitive edge starts here.
Module 1: Foundations of Programmatic Media - The evolution of digital advertising: from direct buys to real-time bidding
- Core components of the programmatic stack: SSPs, DSPs, ad exchanges, and ad networks
- Understanding the supply chain: inventory sources and quality tiers
- Key players in the ecosystem: Google, The Trade Desk, Amazon DSP, and others
- How auctions work: first-price vs second-price bidding mechanics
- The role of data management platforms (DMPs) and clean rooms
- Open auction vs private marketplace vs programmatic direct: use cases and trade-offs
- Global programmatic spend trends and regional variations
- Privacy regulations and their impact: GDPR, CCPA, and IAB frameworks
- Defining success: KPIs beyond CPM and click-through rate
Module 2: Strategic Frameworks for Campaign Design - Building a campaign brief that aligns media with business objectives
- Mapping audience intent to bidding strategy
- The Programmatic Strategy Canvas: a proprietary tool for end-to-end planning
- Setting measurable goals: SMART objectives in media execution
- Budget allocation models: fixed vs dynamic vs test-and-learn
- Designing for full-funnel impact: awareness, consideration, conversion
- Creating campaign guardrails: frequency caps, viewability thresholds, brand safety rules
- Developing a testing roadmap: hypothesis-driven media optimisation
- Balancing automation with human oversight
- Establishing escalation paths for performance anomalies
Module 3: Audience Architecture & Data Strategy - First-party data acquisition: collection methods and compliance
- Second-party vs third-party data: use cases and deprecation timelines
- Building audience segments using CRM, website, and behavioural data
- Creating lookalike audiences with confidence intervals
- Onboarding offline data: CRM integration workflows
- Identity resolution: probabilistic vs deterministic matching
- Cookieless targeting: Unified ID, Google Privacy Sandbox, and alternative solutions
- Data clean room collaboration: sharing insights without exposing PII
- Audience hygiene: recency, decay rates, and list rotation
- Segment performance evaluation: lift analysis and incrementality testing
- Designing exclusion logic to prevent overlap and waste
- Building suppression lists for competitive and brand safety reasons
- Creating sequential messaging paths for multi-touch journeys
- Dynamic creative optimisation based on audience attributes
- Using intent signals from search and social for targeting
Module 4: Bid Strategy & Pricing Models - Understanding bid shading and its impact on cost efficiency
- Setting bid floors: publisher-side strategies
- Maximising value with cost-per-acquisition (CPA) bidding
- Using cost-per-thousand impressions (CPM) strategically
- Cost-per-click (CPC) vs engagement-based pricing models
- Value-based bidding: aligning media spend with customer lifetime value
- Dynamic bid multipliers: adjusting by time, device, geography
- Bid throttling: managing spend velocity across time zones
- Win rate optimisation: balancing impression volume with cost
- Analysing auction competitiveness by domain and placement
- Implementing frequency-based bid adjustments
- Bid strategies for upper-funnel vs lower-funnel campaigns
- Using predictive models to forecast bid outcomes
- A/B testing bid strategies across comparable audiences
- Creating fallback logic for low-response segments
Module 5: Platform Configuration & DSP Mastery - DSP selection criteria: features, integrations, pricing
- Account structure best practices: campaign, ad group, creative hierarchy
- Creating campaign flight schedules with dayparting logic
- Geo-targeting strategies: hyper-local vs regional approaches
- Device-specific targeting: mobile, desktop, CTV, OTT
- Content category targeting: whitelists, blacklists, contextual signals
- Setting up pixel-based conversion tracking
- Integrating Google Analytics 4 with DSP telemetry
- Creating cross-device attribution windows
- Setting up viewability and verification tags (IAS, DoubleVerify)
- Configuring brand safety filters: language, sentiment, content classification
- Using pre-bid vs post-bid verification
- Managing insertion orders and deal IDs
- Bulk uploading creatives and targeting parameters
- Managing multiple clients or brands within one DSP
Module 6: Creative Strategy & Dynamic Ad Assembly - The role of creative in programmatic effectiveness
- Designing creatives for different environments: display, video, native
- File format specifications: HTML5, VAST, static assets
- Building responsive creatives for multiple screen sizes
- Using dynamic creative optimisation (DCO) engines
- Creating data-driven creative variants by audience segment
- Real-time personalisation: location, weather, inventory status
- A/B testing creative elements: copy, imagery, CTAs
- Multivariate testing frameworks for creative performance
- Dynamic video sequencing based on engagement level
- Audio branding in audio ad formats
- Accessibility standards for digital ads: contrast, alt text, screen readers
- Ensuring creative compliance with platform policies
- Version control and creative lifecycle management
- Mapping creative performance to audience response
Module 7: Cross-Channel Orchestration - Synchronising programmatic with paid social and search
- Creating a unified attribution model across channels
- Using programmatic to close retargeting gaps
- Sequencing display, video, and social touchpoints
- Managing message fatigue across platforms
- Coordinating frequency caps across multiple DSPs
- Building a cross-channel suppression strategy
- Using offline media to trigger digital follow-up
- Integrating email campaigns with programmatic audiences
- Leveraging CRM events for real-time bidding triggers
- Creating a central audience distribution hub
- Using sequential messaging across devices and platforms
- Aligning creative messaging for consistency
- Measuring cross-channel synergy and cannibalisation
- Building agile retargeting loops based on site behaviour
Module 8: Measurement & Attribution Modelling - The limitations of last-click attribution
- First-touch, linear, time decay, position-based models
- Building custom attribution weights based on business logic
- Using incrementality testing to prove causality
- Designing A/B tests: holdout groups and geo-lift studies
- Calculating true CPA across assisted conversions
- Analysing view-through conversions and their reliability
- Multi-touch attribution in Google Ads and third-party tools
- Using data-driven attribution with sufficient conversion volume
- Integrating offline sales data into attribution models
- Measuring upper-funnel impact: brand lift, recall, engagement
- Creating attribution dashboards for stakeholders
- Communicating attribution insights to non-technical leaders
- Adjusting bidding strategies based on attribution findings
- Validating attribution model accuracy with test campaigns
Module 9: Optimisation & Performance Management - Setting up automated rules for bid adjustments
- Identifying underperforming placements and domains
- Using cost-per-action (CPA) as a primary optimisation lever
- Analysing conversion latency and adjusting attribution windows
- Optimising for viewability and attention metrics
- Implementing pacing controls to manage daily budgets
- Creating alarm thresholds for sudden performance shifts
- Using dayparting to concentrate spend on peak performance hours
- Adjusting bids by device, browser, and operating system
- Segmenting performance by supply source and deal type
- Reducing fraud exposure through pre-bid blocking
- Monitoring for supply path optimisation (SPO) inefficiencies
- Using heatmaps to identify high-engagement placements
- Running incremental budget tests to find scale limits
- Creating feedback loops between analytics and campaign settings
Module 10: Fraud, Brand Safety & Compliance - Understanding ad fraud types: bot traffic, domain spoofing, pixel stuffing
- Using third-party verification vendors: IAS, DoubleVerify, MOAT
- Setting up pre-bid blocklists and category exclusions
- Monitoring for invalid traffic (IVT) and filtering reports
- Ensuring compliance with IAB Tech Lab standards
- Implementing ads.txt and sellers.json for supply transparency
- Checking for auction transparency and fee disclosure
- Managing brand safety in video and audio environments
- Using contextual targeting to avoid risky content
- Handling user-generated content platforms with caution
- Creating a global brand safety policy document
- Using negative keyword targeting in programmatic video
- Monitoring for hate speech, misinformation, and extremist content
- Responding to crises: shutting down campaigns in real time
- Conducting quarterly fraud audits and reporting
Module 11: Connected TV & OTT Advertising - Understanding CTV vs OTT vs linear TV
- Targeting households vs individual users in CTV
- Inventory sources: Hulu, Roku, Pluto TV, Amazon Fire
- Unique challenges: measurement, frequency control, reach
- Creating CTV-specific creative: 15s, 30s, skippable formats
- Using deterministic targeting via logged-in users
- Leveraging IP targeting for geographic precision
- Measuring completion rates and engagement in long-form video
- Integrating CTV into cross-screen attribution models
- Bidding strategies for premium CTV inventory
- Comparing CPMs across linear and digital video
- Using sequential storytelling across OTT and social video
- Addressing the lack of third-party cookies in CTV
- Building addressable TV campaigns at scale
- Reporting on CTV campaign performance with completeness
Module 12: Retail Media & Ecosystem Expansion - Understanding retail media networks: Amazon, Walmart, Target, Instacart
- How retail media differs from open programmatic
- Accessing first-party purchase data for targeting
- Building campaigns on Amazon DSP
- Leveraging sponsored product ads for conversion
- Using basket insights to inform broader media strategy
- Measuring halo effects across retail and open web
- Integrating retail media spend into overall media mix models
- Bidding for shelf placement and digital visibility
- Creating co-op advertising programs with retailers
- Optimising for in-store impact using digital lift
- Analysing customer acquisition cost on retail platforms
- Using lookback windows specific to retail journeys
- Building retail media playbooks for category expansion
- Reporting on retail media ROI with full transparency
Module 13: Privacy, Regulation & Ethical Data Use - GDPR compliance in programmatic advertising
- CCPA and CPRA: opt-out mechanisms and enforcement
- Implementing IAB Transparency and Consent Framework (TCF)
- Managing user preferences with CMPs (Consent Management Platforms)
- Understanding legitimate interest vs consent
- Creating data processing agreements with vendors
- Conducting data protection impact assessments (DPIAs)
- Handling data subject access requests (DSARs)
- Designing for privacy by default and by design
- Avoiding dark patterns in consent collection
- Tracking cookie consent status across platforms
- Updating legal documentation: privacy policies, T&Cs
- Responding to regulatory audits and inquiries
- Building ethical data governance frameworks
- Communicating data practices to customers transparently
Module 14: Advanced Bidding & Automation - Implementing algorithmic bidding strategies
- Using machine learning models for bid prediction
- Setting up automated budget reallocation rules
- Creating custom scripts for bulk optimisation
- Building feedback loops between analytics and bidding
- Scheduling automated reports and alerts
- Using APIs to connect DSP with internal systems
- Creating dashboards for real-time performance monitoring
- Automating creative refresh cycles based on performance
- Setting up rules for automatic pause of underperforming line items
- Using anomaly detection to identify data irregularities
- Integrating weather, sales, or inventory data into triggers
- Running simulation environments before live changes
- Testing automation logic in sandbox environments
- Documenting automation workflows for team handover
Module 15: Data Visualisation & Stakeholder Reporting - Designing executive-level dashboards
- Choosing the right KPIs for different audiences
- Creating narrative-driven reports that tell a story
- Using visual hierarchy to highlight key insights
- Building custom reports in Google Data Studio and Looker
- Exporting data for PowerPoint and PDF presentations
- Incorporating benchmarks and industry comparisons
- Using annotations to explain anomalies and wins
- Visualising funnel progression across media touchpoints
- Creating before-and-after comparisons for optimisation
- Showing media contribution to revenue and margin
- Mapping spend efficiency against business growth
- Using heatmaps and geographic visualisations
- Embedding live data for board-ready presentations
- Rehearsing Q&A preparation with talking points
Module 16: Certification & Next Steps - Preparing your final programmatic strategy document
- Using the certification assessment rubric
- Submitting your campaign plan for expert review
- Receiving personalised feedback and improvement notes
- Finalising your Certificate of Completion application
- Adding your credential to LinkedIn and professional profiles
- Accessing the alumni network of certified strategists
- Using your certificate in job applications and negotiations
- Continuing education paths: specialisation tracks
- Joining monthly strategy roundtables with industry leaders
- Accessing exclusive job boards for certified members
- License verification for employers and clients
- Building your personal brand as a programmatic expert
- Developing thought leadership content based on your work
- Creating a portfolio of campaign blueprints for future roles
- The evolution of digital advertising: from direct buys to real-time bidding
- Core components of the programmatic stack: SSPs, DSPs, ad exchanges, and ad networks
- Understanding the supply chain: inventory sources and quality tiers
- Key players in the ecosystem: Google, The Trade Desk, Amazon DSP, and others
- How auctions work: first-price vs second-price bidding mechanics
- The role of data management platforms (DMPs) and clean rooms
- Open auction vs private marketplace vs programmatic direct: use cases and trade-offs
- Global programmatic spend trends and regional variations
- Privacy regulations and their impact: GDPR, CCPA, and IAB frameworks
- Defining success: KPIs beyond CPM and click-through rate
Module 2: Strategic Frameworks for Campaign Design - Building a campaign brief that aligns media with business objectives
- Mapping audience intent to bidding strategy
- The Programmatic Strategy Canvas: a proprietary tool for end-to-end planning
- Setting measurable goals: SMART objectives in media execution
- Budget allocation models: fixed vs dynamic vs test-and-learn
- Designing for full-funnel impact: awareness, consideration, conversion
- Creating campaign guardrails: frequency caps, viewability thresholds, brand safety rules
- Developing a testing roadmap: hypothesis-driven media optimisation
- Balancing automation with human oversight
- Establishing escalation paths for performance anomalies
Module 3: Audience Architecture & Data Strategy - First-party data acquisition: collection methods and compliance
- Second-party vs third-party data: use cases and deprecation timelines
- Building audience segments using CRM, website, and behavioural data
- Creating lookalike audiences with confidence intervals
- Onboarding offline data: CRM integration workflows
- Identity resolution: probabilistic vs deterministic matching
- Cookieless targeting: Unified ID, Google Privacy Sandbox, and alternative solutions
- Data clean room collaboration: sharing insights without exposing PII
- Audience hygiene: recency, decay rates, and list rotation
- Segment performance evaluation: lift analysis and incrementality testing
- Designing exclusion logic to prevent overlap and waste
- Building suppression lists for competitive and brand safety reasons
- Creating sequential messaging paths for multi-touch journeys
- Dynamic creative optimisation based on audience attributes
- Using intent signals from search and social for targeting
Module 4: Bid Strategy & Pricing Models - Understanding bid shading and its impact on cost efficiency
- Setting bid floors: publisher-side strategies
- Maximising value with cost-per-acquisition (CPA) bidding
- Using cost-per-thousand impressions (CPM) strategically
- Cost-per-click (CPC) vs engagement-based pricing models
- Value-based bidding: aligning media spend with customer lifetime value
- Dynamic bid multipliers: adjusting by time, device, geography
- Bid throttling: managing spend velocity across time zones
- Win rate optimisation: balancing impression volume with cost
- Analysing auction competitiveness by domain and placement
- Implementing frequency-based bid adjustments
- Bid strategies for upper-funnel vs lower-funnel campaigns
- Using predictive models to forecast bid outcomes
- A/B testing bid strategies across comparable audiences
- Creating fallback logic for low-response segments
Module 5: Platform Configuration & DSP Mastery - DSP selection criteria: features, integrations, pricing
- Account structure best practices: campaign, ad group, creative hierarchy
- Creating campaign flight schedules with dayparting logic
- Geo-targeting strategies: hyper-local vs regional approaches
- Device-specific targeting: mobile, desktop, CTV, OTT
- Content category targeting: whitelists, blacklists, contextual signals
- Setting up pixel-based conversion tracking
- Integrating Google Analytics 4 with DSP telemetry
- Creating cross-device attribution windows
- Setting up viewability and verification tags (IAS, DoubleVerify)
- Configuring brand safety filters: language, sentiment, content classification
- Using pre-bid vs post-bid verification
- Managing insertion orders and deal IDs
- Bulk uploading creatives and targeting parameters
- Managing multiple clients or brands within one DSP
Module 6: Creative Strategy & Dynamic Ad Assembly - The role of creative in programmatic effectiveness
- Designing creatives for different environments: display, video, native
- File format specifications: HTML5, VAST, static assets
- Building responsive creatives for multiple screen sizes
- Using dynamic creative optimisation (DCO) engines
- Creating data-driven creative variants by audience segment
- Real-time personalisation: location, weather, inventory status
- A/B testing creative elements: copy, imagery, CTAs
- Multivariate testing frameworks for creative performance
- Dynamic video sequencing based on engagement level
- Audio branding in audio ad formats
- Accessibility standards for digital ads: contrast, alt text, screen readers
- Ensuring creative compliance with platform policies
- Version control and creative lifecycle management
- Mapping creative performance to audience response
Module 7: Cross-Channel Orchestration - Synchronising programmatic with paid social and search
- Creating a unified attribution model across channels
- Using programmatic to close retargeting gaps
- Sequencing display, video, and social touchpoints
- Managing message fatigue across platforms
- Coordinating frequency caps across multiple DSPs
- Building a cross-channel suppression strategy
- Using offline media to trigger digital follow-up
- Integrating email campaigns with programmatic audiences
- Leveraging CRM events for real-time bidding triggers
- Creating a central audience distribution hub
- Using sequential messaging across devices and platforms
- Aligning creative messaging for consistency
- Measuring cross-channel synergy and cannibalisation
- Building agile retargeting loops based on site behaviour
Module 8: Measurement & Attribution Modelling - The limitations of last-click attribution
- First-touch, linear, time decay, position-based models
- Building custom attribution weights based on business logic
- Using incrementality testing to prove causality
- Designing A/B tests: holdout groups and geo-lift studies
- Calculating true CPA across assisted conversions
- Analysing view-through conversions and their reliability
- Multi-touch attribution in Google Ads and third-party tools
- Using data-driven attribution with sufficient conversion volume
- Integrating offline sales data into attribution models
- Measuring upper-funnel impact: brand lift, recall, engagement
- Creating attribution dashboards for stakeholders
- Communicating attribution insights to non-technical leaders
- Adjusting bidding strategies based on attribution findings
- Validating attribution model accuracy with test campaigns
Module 9: Optimisation & Performance Management - Setting up automated rules for bid adjustments
- Identifying underperforming placements and domains
- Using cost-per-action (CPA) as a primary optimisation lever
- Analysing conversion latency and adjusting attribution windows
- Optimising for viewability and attention metrics
- Implementing pacing controls to manage daily budgets
- Creating alarm thresholds for sudden performance shifts
- Using dayparting to concentrate spend on peak performance hours
- Adjusting bids by device, browser, and operating system
- Segmenting performance by supply source and deal type
- Reducing fraud exposure through pre-bid blocking
- Monitoring for supply path optimisation (SPO) inefficiencies
- Using heatmaps to identify high-engagement placements
- Running incremental budget tests to find scale limits
- Creating feedback loops between analytics and campaign settings
Module 10: Fraud, Brand Safety & Compliance - Understanding ad fraud types: bot traffic, domain spoofing, pixel stuffing
- Using third-party verification vendors: IAS, DoubleVerify, MOAT
- Setting up pre-bid blocklists and category exclusions
- Monitoring for invalid traffic (IVT) and filtering reports
- Ensuring compliance with IAB Tech Lab standards
- Implementing ads.txt and sellers.json for supply transparency
- Checking for auction transparency and fee disclosure
- Managing brand safety in video and audio environments
- Using contextual targeting to avoid risky content
- Handling user-generated content platforms with caution
- Creating a global brand safety policy document
- Using negative keyword targeting in programmatic video
- Monitoring for hate speech, misinformation, and extremist content
- Responding to crises: shutting down campaigns in real time
- Conducting quarterly fraud audits and reporting
Module 11: Connected TV & OTT Advertising - Understanding CTV vs OTT vs linear TV
- Targeting households vs individual users in CTV
- Inventory sources: Hulu, Roku, Pluto TV, Amazon Fire
- Unique challenges: measurement, frequency control, reach
- Creating CTV-specific creative: 15s, 30s, skippable formats
- Using deterministic targeting via logged-in users
- Leveraging IP targeting for geographic precision
- Measuring completion rates and engagement in long-form video
- Integrating CTV into cross-screen attribution models
- Bidding strategies for premium CTV inventory
- Comparing CPMs across linear and digital video
- Using sequential storytelling across OTT and social video
- Addressing the lack of third-party cookies in CTV
- Building addressable TV campaigns at scale
- Reporting on CTV campaign performance with completeness
Module 12: Retail Media & Ecosystem Expansion - Understanding retail media networks: Amazon, Walmart, Target, Instacart
- How retail media differs from open programmatic
- Accessing first-party purchase data for targeting
- Building campaigns on Amazon DSP
- Leveraging sponsored product ads for conversion
- Using basket insights to inform broader media strategy
- Measuring halo effects across retail and open web
- Integrating retail media spend into overall media mix models
- Bidding for shelf placement and digital visibility
- Creating co-op advertising programs with retailers
- Optimising for in-store impact using digital lift
- Analysing customer acquisition cost on retail platforms
- Using lookback windows specific to retail journeys
- Building retail media playbooks for category expansion
- Reporting on retail media ROI with full transparency
Module 13: Privacy, Regulation & Ethical Data Use - GDPR compliance in programmatic advertising
- CCPA and CPRA: opt-out mechanisms and enforcement
- Implementing IAB Transparency and Consent Framework (TCF)
- Managing user preferences with CMPs (Consent Management Platforms)
- Understanding legitimate interest vs consent
- Creating data processing agreements with vendors
- Conducting data protection impact assessments (DPIAs)
- Handling data subject access requests (DSARs)
- Designing for privacy by default and by design
- Avoiding dark patterns in consent collection
- Tracking cookie consent status across platforms
- Updating legal documentation: privacy policies, T&Cs
- Responding to regulatory audits and inquiries
- Building ethical data governance frameworks
- Communicating data practices to customers transparently
Module 14: Advanced Bidding & Automation - Implementing algorithmic bidding strategies
- Using machine learning models for bid prediction
- Setting up automated budget reallocation rules
- Creating custom scripts for bulk optimisation
- Building feedback loops between analytics and bidding
- Scheduling automated reports and alerts
- Using APIs to connect DSP with internal systems
- Creating dashboards for real-time performance monitoring
- Automating creative refresh cycles based on performance
- Setting up rules for automatic pause of underperforming line items
- Using anomaly detection to identify data irregularities
- Integrating weather, sales, or inventory data into triggers
- Running simulation environments before live changes
- Testing automation logic in sandbox environments
- Documenting automation workflows for team handover
Module 15: Data Visualisation & Stakeholder Reporting - Designing executive-level dashboards
- Choosing the right KPIs for different audiences
- Creating narrative-driven reports that tell a story
- Using visual hierarchy to highlight key insights
- Building custom reports in Google Data Studio and Looker
- Exporting data for PowerPoint and PDF presentations
- Incorporating benchmarks and industry comparisons
- Using annotations to explain anomalies and wins
- Visualising funnel progression across media touchpoints
- Creating before-and-after comparisons for optimisation
- Showing media contribution to revenue and margin
- Mapping spend efficiency against business growth
- Using heatmaps and geographic visualisations
- Embedding live data for board-ready presentations
- Rehearsing Q&A preparation with talking points
Module 16: Certification & Next Steps - Preparing your final programmatic strategy document
- Using the certification assessment rubric
- Submitting your campaign plan for expert review
- Receiving personalised feedback and improvement notes
- Finalising your Certificate of Completion application
- Adding your credential to LinkedIn and professional profiles
- Accessing the alumni network of certified strategists
- Using your certificate in job applications and negotiations
- Continuing education paths: specialisation tracks
- Joining monthly strategy roundtables with industry leaders
- Accessing exclusive job boards for certified members
- License verification for employers and clients
- Building your personal brand as a programmatic expert
- Developing thought leadership content based on your work
- Creating a portfolio of campaign blueprints for future roles
- First-party data acquisition: collection methods and compliance
- Second-party vs third-party data: use cases and deprecation timelines
- Building audience segments using CRM, website, and behavioural data
- Creating lookalike audiences with confidence intervals
- Onboarding offline data: CRM integration workflows
- Identity resolution: probabilistic vs deterministic matching
- Cookieless targeting: Unified ID, Google Privacy Sandbox, and alternative solutions
- Data clean room collaboration: sharing insights without exposing PII
- Audience hygiene: recency, decay rates, and list rotation
- Segment performance evaluation: lift analysis and incrementality testing
- Designing exclusion logic to prevent overlap and waste
- Building suppression lists for competitive and brand safety reasons
- Creating sequential messaging paths for multi-touch journeys
- Dynamic creative optimisation based on audience attributes
- Using intent signals from search and social for targeting
Module 4: Bid Strategy & Pricing Models - Understanding bid shading and its impact on cost efficiency
- Setting bid floors: publisher-side strategies
- Maximising value with cost-per-acquisition (CPA) bidding
- Using cost-per-thousand impressions (CPM) strategically
- Cost-per-click (CPC) vs engagement-based pricing models
- Value-based bidding: aligning media spend with customer lifetime value
- Dynamic bid multipliers: adjusting by time, device, geography
- Bid throttling: managing spend velocity across time zones
- Win rate optimisation: balancing impression volume with cost
- Analysing auction competitiveness by domain and placement
- Implementing frequency-based bid adjustments
- Bid strategies for upper-funnel vs lower-funnel campaigns
- Using predictive models to forecast bid outcomes
- A/B testing bid strategies across comparable audiences
- Creating fallback logic for low-response segments
Module 5: Platform Configuration & DSP Mastery - DSP selection criteria: features, integrations, pricing
- Account structure best practices: campaign, ad group, creative hierarchy
- Creating campaign flight schedules with dayparting logic
- Geo-targeting strategies: hyper-local vs regional approaches
- Device-specific targeting: mobile, desktop, CTV, OTT
- Content category targeting: whitelists, blacklists, contextual signals
- Setting up pixel-based conversion tracking
- Integrating Google Analytics 4 with DSP telemetry
- Creating cross-device attribution windows
- Setting up viewability and verification tags (IAS, DoubleVerify)
- Configuring brand safety filters: language, sentiment, content classification
- Using pre-bid vs post-bid verification
- Managing insertion orders and deal IDs
- Bulk uploading creatives and targeting parameters
- Managing multiple clients or brands within one DSP
Module 6: Creative Strategy & Dynamic Ad Assembly - The role of creative in programmatic effectiveness
- Designing creatives for different environments: display, video, native
- File format specifications: HTML5, VAST, static assets
- Building responsive creatives for multiple screen sizes
- Using dynamic creative optimisation (DCO) engines
- Creating data-driven creative variants by audience segment
- Real-time personalisation: location, weather, inventory status
- A/B testing creative elements: copy, imagery, CTAs
- Multivariate testing frameworks for creative performance
- Dynamic video sequencing based on engagement level
- Audio branding in audio ad formats
- Accessibility standards for digital ads: contrast, alt text, screen readers
- Ensuring creative compliance with platform policies
- Version control and creative lifecycle management
- Mapping creative performance to audience response
Module 7: Cross-Channel Orchestration - Synchronising programmatic with paid social and search
- Creating a unified attribution model across channels
- Using programmatic to close retargeting gaps
- Sequencing display, video, and social touchpoints
- Managing message fatigue across platforms
- Coordinating frequency caps across multiple DSPs
- Building a cross-channel suppression strategy
- Using offline media to trigger digital follow-up
- Integrating email campaigns with programmatic audiences
- Leveraging CRM events for real-time bidding triggers
- Creating a central audience distribution hub
- Using sequential messaging across devices and platforms
- Aligning creative messaging for consistency
- Measuring cross-channel synergy and cannibalisation
- Building agile retargeting loops based on site behaviour
Module 8: Measurement & Attribution Modelling - The limitations of last-click attribution
- First-touch, linear, time decay, position-based models
- Building custom attribution weights based on business logic
- Using incrementality testing to prove causality
- Designing A/B tests: holdout groups and geo-lift studies
- Calculating true CPA across assisted conversions
- Analysing view-through conversions and their reliability
- Multi-touch attribution in Google Ads and third-party tools
- Using data-driven attribution with sufficient conversion volume
- Integrating offline sales data into attribution models
- Measuring upper-funnel impact: brand lift, recall, engagement
- Creating attribution dashboards for stakeholders
- Communicating attribution insights to non-technical leaders
- Adjusting bidding strategies based on attribution findings
- Validating attribution model accuracy with test campaigns
Module 9: Optimisation & Performance Management - Setting up automated rules for bid adjustments
- Identifying underperforming placements and domains
- Using cost-per-action (CPA) as a primary optimisation lever
- Analysing conversion latency and adjusting attribution windows
- Optimising for viewability and attention metrics
- Implementing pacing controls to manage daily budgets
- Creating alarm thresholds for sudden performance shifts
- Using dayparting to concentrate spend on peak performance hours
- Adjusting bids by device, browser, and operating system
- Segmenting performance by supply source and deal type
- Reducing fraud exposure through pre-bid blocking
- Monitoring for supply path optimisation (SPO) inefficiencies
- Using heatmaps to identify high-engagement placements
- Running incremental budget tests to find scale limits
- Creating feedback loops between analytics and campaign settings
Module 10: Fraud, Brand Safety & Compliance - Understanding ad fraud types: bot traffic, domain spoofing, pixel stuffing
- Using third-party verification vendors: IAS, DoubleVerify, MOAT
- Setting up pre-bid blocklists and category exclusions
- Monitoring for invalid traffic (IVT) and filtering reports
- Ensuring compliance with IAB Tech Lab standards
- Implementing ads.txt and sellers.json for supply transparency
- Checking for auction transparency and fee disclosure
- Managing brand safety in video and audio environments
- Using contextual targeting to avoid risky content
- Handling user-generated content platforms with caution
- Creating a global brand safety policy document
- Using negative keyword targeting in programmatic video
- Monitoring for hate speech, misinformation, and extremist content
- Responding to crises: shutting down campaigns in real time
- Conducting quarterly fraud audits and reporting
Module 11: Connected TV & OTT Advertising - Understanding CTV vs OTT vs linear TV
- Targeting households vs individual users in CTV
- Inventory sources: Hulu, Roku, Pluto TV, Amazon Fire
- Unique challenges: measurement, frequency control, reach
- Creating CTV-specific creative: 15s, 30s, skippable formats
- Using deterministic targeting via logged-in users
- Leveraging IP targeting for geographic precision
- Measuring completion rates and engagement in long-form video
- Integrating CTV into cross-screen attribution models
- Bidding strategies for premium CTV inventory
- Comparing CPMs across linear and digital video
- Using sequential storytelling across OTT and social video
- Addressing the lack of third-party cookies in CTV
- Building addressable TV campaigns at scale
- Reporting on CTV campaign performance with completeness
Module 12: Retail Media & Ecosystem Expansion - Understanding retail media networks: Amazon, Walmart, Target, Instacart
- How retail media differs from open programmatic
- Accessing first-party purchase data for targeting
- Building campaigns on Amazon DSP
- Leveraging sponsored product ads for conversion
- Using basket insights to inform broader media strategy
- Measuring halo effects across retail and open web
- Integrating retail media spend into overall media mix models
- Bidding for shelf placement and digital visibility
- Creating co-op advertising programs with retailers
- Optimising for in-store impact using digital lift
- Analysing customer acquisition cost on retail platforms
- Using lookback windows specific to retail journeys
- Building retail media playbooks for category expansion
- Reporting on retail media ROI with full transparency
Module 13: Privacy, Regulation & Ethical Data Use - GDPR compliance in programmatic advertising
- CCPA and CPRA: opt-out mechanisms and enforcement
- Implementing IAB Transparency and Consent Framework (TCF)
- Managing user preferences with CMPs (Consent Management Platforms)
- Understanding legitimate interest vs consent
- Creating data processing agreements with vendors
- Conducting data protection impact assessments (DPIAs)
- Handling data subject access requests (DSARs)
- Designing for privacy by default and by design
- Avoiding dark patterns in consent collection
- Tracking cookie consent status across platforms
- Updating legal documentation: privacy policies, T&Cs
- Responding to regulatory audits and inquiries
- Building ethical data governance frameworks
- Communicating data practices to customers transparently
Module 14: Advanced Bidding & Automation - Implementing algorithmic bidding strategies
- Using machine learning models for bid prediction
- Setting up automated budget reallocation rules
- Creating custom scripts for bulk optimisation
- Building feedback loops between analytics and bidding
- Scheduling automated reports and alerts
- Using APIs to connect DSP with internal systems
- Creating dashboards for real-time performance monitoring
- Automating creative refresh cycles based on performance
- Setting up rules for automatic pause of underperforming line items
- Using anomaly detection to identify data irregularities
- Integrating weather, sales, or inventory data into triggers
- Running simulation environments before live changes
- Testing automation logic in sandbox environments
- Documenting automation workflows for team handover
Module 15: Data Visualisation & Stakeholder Reporting - Designing executive-level dashboards
- Choosing the right KPIs for different audiences
- Creating narrative-driven reports that tell a story
- Using visual hierarchy to highlight key insights
- Building custom reports in Google Data Studio and Looker
- Exporting data for PowerPoint and PDF presentations
- Incorporating benchmarks and industry comparisons
- Using annotations to explain anomalies and wins
- Visualising funnel progression across media touchpoints
- Creating before-and-after comparisons for optimisation
- Showing media contribution to revenue and margin
- Mapping spend efficiency against business growth
- Using heatmaps and geographic visualisations
- Embedding live data for board-ready presentations
- Rehearsing Q&A preparation with talking points
Module 16: Certification & Next Steps - Preparing your final programmatic strategy document
- Using the certification assessment rubric
- Submitting your campaign plan for expert review
- Receiving personalised feedback and improvement notes
- Finalising your Certificate of Completion application
- Adding your credential to LinkedIn and professional profiles
- Accessing the alumni network of certified strategists
- Using your certificate in job applications and negotiations
- Continuing education paths: specialisation tracks
- Joining monthly strategy roundtables with industry leaders
- Accessing exclusive job boards for certified members
- License verification for employers and clients
- Building your personal brand as a programmatic expert
- Developing thought leadership content based on your work
- Creating a portfolio of campaign blueprints for future roles
- DSP selection criteria: features, integrations, pricing
- Account structure best practices: campaign, ad group, creative hierarchy
- Creating campaign flight schedules with dayparting logic
- Geo-targeting strategies: hyper-local vs regional approaches
- Device-specific targeting: mobile, desktop, CTV, OTT
- Content category targeting: whitelists, blacklists, contextual signals
- Setting up pixel-based conversion tracking
- Integrating Google Analytics 4 with DSP telemetry
- Creating cross-device attribution windows
- Setting up viewability and verification tags (IAS, DoubleVerify)
- Configuring brand safety filters: language, sentiment, content classification
- Using pre-bid vs post-bid verification
- Managing insertion orders and deal IDs
- Bulk uploading creatives and targeting parameters
- Managing multiple clients or brands within one DSP
Module 6: Creative Strategy & Dynamic Ad Assembly - The role of creative in programmatic effectiveness
- Designing creatives for different environments: display, video, native
- File format specifications: HTML5, VAST, static assets
- Building responsive creatives for multiple screen sizes
- Using dynamic creative optimisation (DCO) engines
- Creating data-driven creative variants by audience segment
- Real-time personalisation: location, weather, inventory status
- A/B testing creative elements: copy, imagery, CTAs
- Multivariate testing frameworks for creative performance
- Dynamic video sequencing based on engagement level
- Audio branding in audio ad formats
- Accessibility standards for digital ads: contrast, alt text, screen readers
- Ensuring creative compliance with platform policies
- Version control and creative lifecycle management
- Mapping creative performance to audience response
Module 7: Cross-Channel Orchestration - Synchronising programmatic with paid social and search
- Creating a unified attribution model across channels
- Using programmatic to close retargeting gaps
- Sequencing display, video, and social touchpoints
- Managing message fatigue across platforms
- Coordinating frequency caps across multiple DSPs
- Building a cross-channel suppression strategy
- Using offline media to trigger digital follow-up
- Integrating email campaigns with programmatic audiences
- Leveraging CRM events for real-time bidding triggers
- Creating a central audience distribution hub
- Using sequential messaging across devices and platforms
- Aligning creative messaging for consistency
- Measuring cross-channel synergy and cannibalisation
- Building agile retargeting loops based on site behaviour
Module 8: Measurement & Attribution Modelling - The limitations of last-click attribution
- First-touch, linear, time decay, position-based models
- Building custom attribution weights based on business logic
- Using incrementality testing to prove causality
- Designing A/B tests: holdout groups and geo-lift studies
- Calculating true CPA across assisted conversions
- Analysing view-through conversions and their reliability
- Multi-touch attribution in Google Ads and third-party tools
- Using data-driven attribution with sufficient conversion volume
- Integrating offline sales data into attribution models
- Measuring upper-funnel impact: brand lift, recall, engagement
- Creating attribution dashboards for stakeholders
- Communicating attribution insights to non-technical leaders
- Adjusting bidding strategies based on attribution findings
- Validating attribution model accuracy with test campaigns
Module 9: Optimisation & Performance Management - Setting up automated rules for bid adjustments
- Identifying underperforming placements and domains
- Using cost-per-action (CPA) as a primary optimisation lever
- Analysing conversion latency and adjusting attribution windows
- Optimising for viewability and attention metrics
- Implementing pacing controls to manage daily budgets
- Creating alarm thresholds for sudden performance shifts
- Using dayparting to concentrate spend on peak performance hours
- Adjusting bids by device, browser, and operating system
- Segmenting performance by supply source and deal type
- Reducing fraud exposure through pre-bid blocking
- Monitoring for supply path optimisation (SPO) inefficiencies
- Using heatmaps to identify high-engagement placements
- Running incremental budget tests to find scale limits
- Creating feedback loops between analytics and campaign settings
Module 10: Fraud, Brand Safety & Compliance - Understanding ad fraud types: bot traffic, domain spoofing, pixel stuffing
- Using third-party verification vendors: IAS, DoubleVerify, MOAT
- Setting up pre-bid blocklists and category exclusions
- Monitoring for invalid traffic (IVT) and filtering reports
- Ensuring compliance with IAB Tech Lab standards
- Implementing ads.txt and sellers.json for supply transparency
- Checking for auction transparency and fee disclosure
- Managing brand safety in video and audio environments
- Using contextual targeting to avoid risky content
- Handling user-generated content platforms with caution
- Creating a global brand safety policy document
- Using negative keyword targeting in programmatic video
- Monitoring for hate speech, misinformation, and extremist content
- Responding to crises: shutting down campaigns in real time
- Conducting quarterly fraud audits and reporting
Module 11: Connected TV & OTT Advertising - Understanding CTV vs OTT vs linear TV
- Targeting households vs individual users in CTV
- Inventory sources: Hulu, Roku, Pluto TV, Amazon Fire
- Unique challenges: measurement, frequency control, reach
- Creating CTV-specific creative: 15s, 30s, skippable formats
- Using deterministic targeting via logged-in users
- Leveraging IP targeting for geographic precision
- Measuring completion rates and engagement in long-form video
- Integrating CTV into cross-screen attribution models
- Bidding strategies for premium CTV inventory
- Comparing CPMs across linear and digital video
- Using sequential storytelling across OTT and social video
- Addressing the lack of third-party cookies in CTV
- Building addressable TV campaigns at scale
- Reporting on CTV campaign performance with completeness
Module 12: Retail Media & Ecosystem Expansion - Understanding retail media networks: Amazon, Walmart, Target, Instacart
- How retail media differs from open programmatic
- Accessing first-party purchase data for targeting
- Building campaigns on Amazon DSP
- Leveraging sponsored product ads for conversion
- Using basket insights to inform broader media strategy
- Measuring halo effects across retail and open web
- Integrating retail media spend into overall media mix models
- Bidding for shelf placement and digital visibility
- Creating co-op advertising programs with retailers
- Optimising for in-store impact using digital lift
- Analysing customer acquisition cost on retail platforms
- Using lookback windows specific to retail journeys
- Building retail media playbooks for category expansion
- Reporting on retail media ROI with full transparency
Module 13: Privacy, Regulation & Ethical Data Use - GDPR compliance in programmatic advertising
- CCPA and CPRA: opt-out mechanisms and enforcement
- Implementing IAB Transparency and Consent Framework (TCF)
- Managing user preferences with CMPs (Consent Management Platforms)
- Understanding legitimate interest vs consent
- Creating data processing agreements with vendors
- Conducting data protection impact assessments (DPIAs)
- Handling data subject access requests (DSARs)
- Designing for privacy by default and by design
- Avoiding dark patterns in consent collection
- Tracking cookie consent status across platforms
- Updating legal documentation: privacy policies, T&Cs
- Responding to regulatory audits and inquiries
- Building ethical data governance frameworks
- Communicating data practices to customers transparently
Module 14: Advanced Bidding & Automation - Implementing algorithmic bidding strategies
- Using machine learning models for bid prediction
- Setting up automated budget reallocation rules
- Creating custom scripts for bulk optimisation
- Building feedback loops between analytics and bidding
- Scheduling automated reports and alerts
- Using APIs to connect DSP with internal systems
- Creating dashboards for real-time performance monitoring
- Automating creative refresh cycles based on performance
- Setting up rules for automatic pause of underperforming line items
- Using anomaly detection to identify data irregularities
- Integrating weather, sales, or inventory data into triggers
- Running simulation environments before live changes
- Testing automation logic in sandbox environments
- Documenting automation workflows for team handover
Module 15: Data Visualisation & Stakeholder Reporting - Designing executive-level dashboards
- Choosing the right KPIs for different audiences
- Creating narrative-driven reports that tell a story
- Using visual hierarchy to highlight key insights
- Building custom reports in Google Data Studio and Looker
- Exporting data for PowerPoint and PDF presentations
- Incorporating benchmarks and industry comparisons
- Using annotations to explain anomalies and wins
- Visualising funnel progression across media touchpoints
- Creating before-and-after comparisons for optimisation
- Showing media contribution to revenue and margin
- Mapping spend efficiency against business growth
- Using heatmaps and geographic visualisations
- Embedding live data for board-ready presentations
- Rehearsing Q&A preparation with talking points
Module 16: Certification & Next Steps - Preparing your final programmatic strategy document
- Using the certification assessment rubric
- Submitting your campaign plan for expert review
- Receiving personalised feedback and improvement notes
- Finalising your Certificate of Completion application
- Adding your credential to LinkedIn and professional profiles
- Accessing the alumni network of certified strategists
- Using your certificate in job applications and negotiations
- Continuing education paths: specialisation tracks
- Joining monthly strategy roundtables with industry leaders
- Accessing exclusive job boards for certified members
- License verification for employers and clients
- Building your personal brand as a programmatic expert
- Developing thought leadership content based on your work
- Creating a portfolio of campaign blueprints for future roles
- Synchronising programmatic with paid social and search
- Creating a unified attribution model across channels
- Using programmatic to close retargeting gaps
- Sequencing display, video, and social touchpoints
- Managing message fatigue across platforms
- Coordinating frequency caps across multiple DSPs
- Building a cross-channel suppression strategy
- Using offline media to trigger digital follow-up
- Integrating email campaigns with programmatic audiences
- Leveraging CRM events for real-time bidding triggers
- Creating a central audience distribution hub
- Using sequential messaging across devices and platforms
- Aligning creative messaging for consistency
- Measuring cross-channel synergy and cannibalisation
- Building agile retargeting loops based on site behaviour
Module 8: Measurement & Attribution Modelling - The limitations of last-click attribution
- First-touch, linear, time decay, position-based models
- Building custom attribution weights based on business logic
- Using incrementality testing to prove causality
- Designing A/B tests: holdout groups and geo-lift studies
- Calculating true CPA across assisted conversions
- Analysing view-through conversions and their reliability
- Multi-touch attribution in Google Ads and third-party tools
- Using data-driven attribution with sufficient conversion volume
- Integrating offline sales data into attribution models
- Measuring upper-funnel impact: brand lift, recall, engagement
- Creating attribution dashboards for stakeholders
- Communicating attribution insights to non-technical leaders
- Adjusting bidding strategies based on attribution findings
- Validating attribution model accuracy with test campaigns
Module 9: Optimisation & Performance Management - Setting up automated rules for bid adjustments
- Identifying underperforming placements and domains
- Using cost-per-action (CPA) as a primary optimisation lever
- Analysing conversion latency and adjusting attribution windows
- Optimising for viewability and attention metrics
- Implementing pacing controls to manage daily budgets
- Creating alarm thresholds for sudden performance shifts
- Using dayparting to concentrate spend on peak performance hours
- Adjusting bids by device, browser, and operating system
- Segmenting performance by supply source and deal type
- Reducing fraud exposure through pre-bid blocking
- Monitoring for supply path optimisation (SPO) inefficiencies
- Using heatmaps to identify high-engagement placements
- Running incremental budget tests to find scale limits
- Creating feedback loops between analytics and campaign settings
Module 10: Fraud, Brand Safety & Compliance - Understanding ad fraud types: bot traffic, domain spoofing, pixel stuffing
- Using third-party verification vendors: IAS, DoubleVerify, MOAT
- Setting up pre-bid blocklists and category exclusions
- Monitoring for invalid traffic (IVT) and filtering reports
- Ensuring compliance with IAB Tech Lab standards
- Implementing ads.txt and sellers.json for supply transparency
- Checking for auction transparency and fee disclosure
- Managing brand safety in video and audio environments
- Using contextual targeting to avoid risky content
- Handling user-generated content platforms with caution
- Creating a global brand safety policy document
- Using negative keyword targeting in programmatic video
- Monitoring for hate speech, misinformation, and extremist content
- Responding to crises: shutting down campaigns in real time
- Conducting quarterly fraud audits and reporting
Module 11: Connected TV & OTT Advertising - Understanding CTV vs OTT vs linear TV
- Targeting households vs individual users in CTV
- Inventory sources: Hulu, Roku, Pluto TV, Amazon Fire
- Unique challenges: measurement, frequency control, reach
- Creating CTV-specific creative: 15s, 30s, skippable formats
- Using deterministic targeting via logged-in users
- Leveraging IP targeting for geographic precision
- Measuring completion rates and engagement in long-form video
- Integrating CTV into cross-screen attribution models
- Bidding strategies for premium CTV inventory
- Comparing CPMs across linear and digital video
- Using sequential storytelling across OTT and social video
- Addressing the lack of third-party cookies in CTV
- Building addressable TV campaigns at scale
- Reporting on CTV campaign performance with completeness
Module 12: Retail Media & Ecosystem Expansion - Understanding retail media networks: Amazon, Walmart, Target, Instacart
- How retail media differs from open programmatic
- Accessing first-party purchase data for targeting
- Building campaigns on Amazon DSP
- Leveraging sponsored product ads for conversion
- Using basket insights to inform broader media strategy
- Measuring halo effects across retail and open web
- Integrating retail media spend into overall media mix models
- Bidding for shelf placement and digital visibility
- Creating co-op advertising programs with retailers
- Optimising for in-store impact using digital lift
- Analysing customer acquisition cost on retail platforms
- Using lookback windows specific to retail journeys
- Building retail media playbooks for category expansion
- Reporting on retail media ROI with full transparency
Module 13: Privacy, Regulation & Ethical Data Use - GDPR compliance in programmatic advertising
- CCPA and CPRA: opt-out mechanisms and enforcement
- Implementing IAB Transparency and Consent Framework (TCF)
- Managing user preferences with CMPs (Consent Management Platforms)
- Understanding legitimate interest vs consent
- Creating data processing agreements with vendors
- Conducting data protection impact assessments (DPIAs)
- Handling data subject access requests (DSARs)
- Designing for privacy by default and by design
- Avoiding dark patterns in consent collection
- Tracking cookie consent status across platforms
- Updating legal documentation: privacy policies, T&Cs
- Responding to regulatory audits and inquiries
- Building ethical data governance frameworks
- Communicating data practices to customers transparently
Module 14: Advanced Bidding & Automation - Implementing algorithmic bidding strategies
- Using machine learning models for bid prediction
- Setting up automated budget reallocation rules
- Creating custom scripts for bulk optimisation
- Building feedback loops between analytics and bidding
- Scheduling automated reports and alerts
- Using APIs to connect DSP with internal systems
- Creating dashboards for real-time performance monitoring
- Automating creative refresh cycles based on performance
- Setting up rules for automatic pause of underperforming line items
- Using anomaly detection to identify data irregularities
- Integrating weather, sales, or inventory data into triggers
- Running simulation environments before live changes
- Testing automation logic in sandbox environments
- Documenting automation workflows for team handover
Module 15: Data Visualisation & Stakeholder Reporting - Designing executive-level dashboards
- Choosing the right KPIs for different audiences
- Creating narrative-driven reports that tell a story
- Using visual hierarchy to highlight key insights
- Building custom reports in Google Data Studio and Looker
- Exporting data for PowerPoint and PDF presentations
- Incorporating benchmarks and industry comparisons
- Using annotations to explain anomalies and wins
- Visualising funnel progression across media touchpoints
- Creating before-and-after comparisons for optimisation
- Showing media contribution to revenue and margin
- Mapping spend efficiency against business growth
- Using heatmaps and geographic visualisations
- Embedding live data for board-ready presentations
- Rehearsing Q&A preparation with talking points
Module 16: Certification & Next Steps - Preparing your final programmatic strategy document
- Using the certification assessment rubric
- Submitting your campaign plan for expert review
- Receiving personalised feedback and improvement notes
- Finalising your Certificate of Completion application
- Adding your credential to LinkedIn and professional profiles
- Accessing the alumni network of certified strategists
- Using your certificate in job applications and negotiations
- Continuing education paths: specialisation tracks
- Joining monthly strategy roundtables with industry leaders
- Accessing exclusive job boards for certified members
- License verification for employers and clients
- Building your personal brand as a programmatic expert
- Developing thought leadership content based on your work
- Creating a portfolio of campaign blueprints for future roles
- Setting up automated rules for bid adjustments
- Identifying underperforming placements and domains
- Using cost-per-action (CPA) as a primary optimisation lever
- Analysing conversion latency and adjusting attribution windows
- Optimising for viewability and attention metrics
- Implementing pacing controls to manage daily budgets
- Creating alarm thresholds for sudden performance shifts
- Using dayparting to concentrate spend on peak performance hours
- Adjusting bids by device, browser, and operating system
- Segmenting performance by supply source and deal type
- Reducing fraud exposure through pre-bid blocking
- Monitoring for supply path optimisation (SPO) inefficiencies
- Using heatmaps to identify high-engagement placements
- Running incremental budget tests to find scale limits
- Creating feedback loops between analytics and campaign settings
Module 10: Fraud, Brand Safety & Compliance - Understanding ad fraud types: bot traffic, domain spoofing, pixel stuffing
- Using third-party verification vendors: IAS, DoubleVerify, MOAT
- Setting up pre-bid blocklists and category exclusions
- Monitoring for invalid traffic (IVT) and filtering reports
- Ensuring compliance with IAB Tech Lab standards
- Implementing ads.txt and sellers.json for supply transparency
- Checking for auction transparency and fee disclosure
- Managing brand safety in video and audio environments
- Using contextual targeting to avoid risky content
- Handling user-generated content platforms with caution
- Creating a global brand safety policy document
- Using negative keyword targeting in programmatic video
- Monitoring for hate speech, misinformation, and extremist content
- Responding to crises: shutting down campaigns in real time
- Conducting quarterly fraud audits and reporting
Module 11: Connected TV & OTT Advertising - Understanding CTV vs OTT vs linear TV
- Targeting households vs individual users in CTV
- Inventory sources: Hulu, Roku, Pluto TV, Amazon Fire
- Unique challenges: measurement, frequency control, reach
- Creating CTV-specific creative: 15s, 30s, skippable formats
- Using deterministic targeting via logged-in users
- Leveraging IP targeting for geographic precision
- Measuring completion rates and engagement in long-form video
- Integrating CTV into cross-screen attribution models
- Bidding strategies for premium CTV inventory
- Comparing CPMs across linear and digital video
- Using sequential storytelling across OTT and social video
- Addressing the lack of third-party cookies in CTV
- Building addressable TV campaigns at scale
- Reporting on CTV campaign performance with completeness
Module 12: Retail Media & Ecosystem Expansion - Understanding retail media networks: Amazon, Walmart, Target, Instacart
- How retail media differs from open programmatic
- Accessing first-party purchase data for targeting
- Building campaigns on Amazon DSP
- Leveraging sponsored product ads for conversion
- Using basket insights to inform broader media strategy
- Measuring halo effects across retail and open web
- Integrating retail media spend into overall media mix models
- Bidding for shelf placement and digital visibility
- Creating co-op advertising programs with retailers
- Optimising for in-store impact using digital lift
- Analysing customer acquisition cost on retail platforms
- Using lookback windows specific to retail journeys
- Building retail media playbooks for category expansion
- Reporting on retail media ROI with full transparency
Module 13: Privacy, Regulation & Ethical Data Use - GDPR compliance in programmatic advertising
- CCPA and CPRA: opt-out mechanisms and enforcement
- Implementing IAB Transparency and Consent Framework (TCF)
- Managing user preferences with CMPs (Consent Management Platforms)
- Understanding legitimate interest vs consent
- Creating data processing agreements with vendors
- Conducting data protection impact assessments (DPIAs)
- Handling data subject access requests (DSARs)
- Designing for privacy by default and by design
- Avoiding dark patterns in consent collection
- Tracking cookie consent status across platforms
- Updating legal documentation: privacy policies, T&Cs
- Responding to regulatory audits and inquiries
- Building ethical data governance frameworks
- Communicating data practices to customers transparently
Module 14: Advanced Bidding & Automation - Implementing algorithmic bidding strategies
- Using machine learning models for bid prediction
- Setting up automated budget reallocation rules
- Creating custom scripts for bulk optimisation
- Building feedback loops between analytics and bidding
- Scheduling automated reports and alerts
- Using APIs to connect DSP with internal systems
- Creating dashboards for real-time performance monitoring
- Automating creative refresh cycles based on performance
- Setting up rules for automatic pause of underperforming line items
- Using anomaly detection to identify data irregularities
- Integrating weather, sales, or inventory data into triggers
- Running simulation environments before live changes
- Testing automation logic in sandbox environments
- Documenting automation workflows for team handover
Module 15: Data Visualisation & Stakeholder Reporting - Designing executive-level dashboards
- Choosing the right KPIs for different audiences
- Creating narrative-driven reports that tell a story
- Using visual hierarchy to highlight key insights
- Building custom reports in Google Data Studio and Looker
- Exporting data for PowerPoint and PDF presentations
- Incorporating benchmarks and industry comparisons
- Using annotations to explain anomalies and wins
- Visualising funnel progression across media touchpoints
- Creating before-and-after comparisons for optimisation
- Showing media contribution to revenue and margin
- Mapping spend efficiency against business growth
- Using heatmaps and geographic visualisations
- Embedding live data for board-ready presentations
- Rehearsing Q&A preparation with talking points
Module 16: Certification & Next Steps - Preparing your final programmatic strategy document
- Using the certification assessment rubric
- Submitting your campaign plan for expert review
- Receiving personalised feedback and improvement notes
- Finalising your Certificate of Completion application
- Adding your credential to LinkedIn and professional profiles
- Accessing the alumni network of certified strategists
- Using your certificate in job applications and negotiations
- Continuing education paths: specialisation tracks
- Joining monthly strategy roundtables with industry leaders
- Accessing exclusive job boards for certified members
- License verification for employers and clients
- Building your personal brand as a programmatic expert
- Developing thought leadership content based on your work
- Creating a portfolio of campaign blueprints for future roles
- Understanding CTV vs OTT vs linear TV
- Targeting households vs individual users in CTV
- Inventory sources: Hulu, Roku, Pluto TV, Amazon Fire
- Unique challenges: measurement, frequency control, reach
- Creating CTV-specific creative: 15s, 30s, skippable formats
- Using deterministic targeting via logged-in users
- Leveraging IP targeting for geographic precision
- Measuring completion rates and engagement in long-form video
- Integrating CTV into cross-screen attribution models
- Bidding strategies for premium CTV inventory
- Comparing CPMs across linear and digital video
- Using sequential storytelling across OTT and social video
- Addressing the lack of third-party cookies in CTV
- Building addressable TV campaigns at scale
- Reporting on CTV campaign performance with completeness
Module 12: Retail Media & Ecosystem Expansion - Understanding retail media networks: Amazon, Walmart, Target, Instacart
- How retail media differs from open programmatic
- Accessing first-party purchase data for targeting
- Building campaigns on Amazon DSP
- Leveraging sponsored product ads for conversion
- Using basket insights to inform broader media strategy
- Measuring halo effects across retail and open web
- Integrating retail media spend into overall media mix models
- Bidding for shelf placement and digital visibility
- Creating co-op advertising programs with retailers
- Optimising for in-store impact using digital lift
- Analysing customer acquisition cost on retail platforms
- Using lookback windows specific to retail journeys
- Building retail media playbooks for category expansion
- Reporting on retail media ROI with full transparency
Module 13: Privacy, Regulation & Ethical Data Use - GDPR compliance in programmatic advertising
- CCPA and CPRA: opt-out mechanisms and enforcement
- Implementing IAB Transparency and Consent Framework (TCF)
- Managing user preferences with CMPs (Consent Management Platforms)
- Understanding legitimate interest vs consent
- Creating data processing agreements with vendors
- Conducting data protection impact assessments (DPIAs)
- Handling data subject access requests (DSARs)
- Designing for privacy by default and by design
- Avoiding dark patterns in consent collection
- Tracking cookie consent status across platforms
- Updating legal documentation: privacy policies, T&Cs
- Responding to regulatory audits and inquiries
- Building ethical data governance frameworks
- Communicating data practices to customers transparently
Module 14: Advanced Bidding & Automation - Implementing algorithmic bidding strategies
- Using machine learning models for bid prediction
- Setting up automated budget reallocation rules
- Creating custom scripts for bulk optimisation
- Building feedback loops between analytics and bidding
- Scheduling automated reports and alerts
- Using APIs to connect DSP with internal systems
- Creating dashboards for real-time performance monitoring
- Automating creative refresh cycles based on performance
- Setting up rules for automatic pause of underperforming line items
- Using anomaly detection to identify data irregularities
- Integrating weather, sales, or inventory data into triggers
- Running simulation environments before live changes
- Testing automation logic in sandbox environments
- Documenting automation workflows for team handover
Module 15: Data Visualisation & Stakeholder Reporting - Designing executive-level dashboards
- Choosing the right KPIs for different audiences
- Creating narrative-driven reports that tell a story
- Using visual hierarchy to highlight key insights
- Building custom reports in Google Data Studio and Looker
- Exporting data for PowerPoint and PDF presentations
- Incorporating benchmarks and industry comparisons
- Using annotations to explain anomalies and wins
- Visualising funnel progression across media touchpoints
- Creating before-and-after comparisons for optimisation
- Showing media contribution to revenue and margin
- Mapping spend efficiency against business growth
- Using heatmaps and geographic visualisations
- Embedding live data for board-ready presentations
- Rehearsing Q&A preparation with talking points
Module 16: Certification & Next Steps - Preparing your final programmatic strategy document
- Using the certification assessment rubric
- Submitting your campaign plan for expert review
- Receiving personalised feedback and improvement notes
- Finalising your Certificate of Completion application
- Adding your credential to LinkedIn and professional profiles
- Accessing the alumni network of certified strategists
- Using your certificate in job applications and negotiations
- Continuing education paths: specialisation tracks
- Joining monthly strategy roundtables with industry leaders
- Accessing exclusive job boards for certified members
- License verification for employers and clients
- Building your personal brand as a programmatic expert
- Developing thought leadership content based on your work
- Creating a portfolio of campaign blueprints for future roles
- GDPR compliance in programmatic advertising
- CCPA and CPRA: opt-out mechanisms and enforcement
- Implementing IAB Transparency and Consent Framework (TCF)
- Managing user preferences with CMPs (Consent Management Platforms)
- Understanding legitimate interest vs consent
- Creating data processing agreements with vendors
- Conducting data protection impact assessments (DPIAs)
- Handling data subject access requests (DSARs)
- Designing for privacy by default and by design
- Avoiding dark patterns in consent collection
- Tracking cookie consent status across platforms
- Updating legal documentation: privacy policies, T&Cs
- Responding to regulatory audits and inquiries
- Building ethical data governance frameworks
- Communicating data practices to customers transparently
Module 14: Advanced Bidding & Automation - Implementing algorithmic bidding strategies
- Using machine learning models for bid prediction
- Setting up automated budget reallocation rules
- Creating custom scripts for bulk optimisation
- Building feedback loops between analytics and bidding
- Scheduling automated reports and alerts
- Using APIs to connect DSP with internal systems
- Creating dashboards for real-time performance monitoring
- Automating creative refresh cycles based on performance
- Setting up rules for automatic pause of underperforming line items
- Using anomaly detection to identify data irregularities
- Integrating weather, sales, or inventory data into triggers
- Running simulation environments before live changes
- Testing automation logic in sandbox environments
- Documenting automation workflows for team handover
Module 15: Data Visualisation & Stakeholder Reporting - Designing executive-level dashboards
- Choosing the right KPIs for different audiences
- Creating narrative-driven reports that tell a story
- Using visual hierarchy to highlight key insights
- Building custom reports in Google Data Studio and Looker
- Exporting data for PowerPoint and PDF presentations
- Incorporating benchmarks and industry comparisons
- Using annotations to explain anomalies and wins
- Visualising funnel progression across media touchpoints
- Creating before-and-after comparisons for optimisation
- Showing media contribution to revenue and margin
- Mapping spend efficiency against business growth
- Using heatmaps and geographic visualisations
- Embedding live data for board-ready presentations
- Rehearsing Q&A preparation with talking points
Module 16: Certification & Next Steps - Preparing your final programmatic strategy document
- Using the certification assessment rubric
- Submitting your campaign plan for expert review
- Receiving personalised feedback and improvement notes
- Finalising your Certificate of Completion application
- Adding your credential to LinkedIn and professional profiles
- Accessing the alumni network of certified strategists
- Using your certificate in job applications and negotiations
- Continuing education paths: specialisation tracks
- Joining monthly strategy roundtables with industry leaders
- Accessing exclusive job boards for certified members
- License verification for employers and clients
- Building your personal brand as a programmatic expert
- Developing thought leadership content based on your work
- Creating a portfolio of campaign blueprints for future roles
- Designing executive-level dashboards
- Choosing the right KPIs for different audiences
- Creating narrative-driven reports that tell a story
- Using visual hierarchy to highlight key insights
- Building custom reports in Google Data Studio and Looker
- Exporting data for PowerPoint and PDF presentations
- Incorporating benchmarks and industry comparisons
- Using annotations to explain anomalies and wins
- Visualising funnel progression across media touchpoints
- Creating before-and-after comparisons for optimisation
- Showing media contribution to revenue and margin
- Mapping spend efficiency against business growth
- Using heatmaps and geographic visualisations
- Embedding live data for board-ready presentations
- Rehearsing Q&A preparation with talking points