Rigorous trainer selection
Each trainer is validated on three criteria: hands-on field expertise, proven pedagogy and alignment with your industry.
- Triple validation: technical, pedagogical, sectoral.
- Minimum rating 4.8/5 over the last 12 sessions.
Describe your need, get a tailored program and a pre-filled quote in 3 min. A 100% free call with an advisor.
Founded by passionate learning and innovation experts, Learni's mission is to make professional training accessible to everyone, anywhere in the world. Our team operates in major hubs — London, New York, Boston — and internationally, to support talents and organizations in upskilling.
Don't let this gap widen
Without this upskilling, your team accumulates a technological gap that translates directly into productivity loss.
Organizations that don't train their talents on key topics see their competitiveness drop.
Every quarter without training is a gap widening with competitors who invest.
The cost of inaction quickly exceeds that of well-targeted training.
Participants discover the modern 2026 Data Lake architecture tailored for advertising data flows. They configure landing, raw, and curated zones using Azure Data Lake and AWS S3. Practical exercises focus on ingesting Google Ads and Facebook Ads logs via automated ETL pipelines. Real-world business cases illustrate data structuring for retargeting. Deliverables: functional pipeline and governance schema.
This day deepens data governance in a 2026 Data Lake for SEA campaigns. Learners implement data catalogs, automated lineage, and quality rules using Great Expectations. Exercises cover anomaly detection in Facebook Ads and Google Ads data. Real enterprise use cases with performance reporting. Deliverables: documented catalog and quality dashboard.
Experts learn to model advertising data in the 2026 Data Lake using Spark and dbt. Transformation of logs into analytical models for ROAS calculation and attribution. Hands-on work with real Google Ads and Facebook Ads datasets. Query optimization for real-time retargeting. Concrete business cases from the sector. Deliverables: deployed dbt models and analysis reports.
Focus on bidirectional integration of the 2026 Data Lake with advertising platforms. Configuration of automated exports to Google Ads and Facebook Ads for dynamic audience creation. Exercises on synchronizing SEA retargeting segments. Enterprise case with impact measurement on conversions. Deliverables: functional API connectors and activated audiences.
Final day dedicated to continuous campaign optimization via the 2026 Data Lake. Implementation of real-time monitoring, alerts, and automated advertising adjustments. Final projects on complete SEA scenarios including Google Ads and Facebook Ads. Results analysis and strategic recommendations. Deliverables: operational monitoring system and certified optimization plan.
The Training Data Lake 2026 - Optimize Your Advertising Campaigns program is delivered onsite or remote (blended-learning, e-learning, virtual classroom, remote presence). At Learni, an industry-certified training organization, every program is built to maximize skills acquisition regardless of the chosen format.
The trainer alternates between demonstrative, interrogative and active methods (through hands-on labs and/or scenarios). This pedagogical approach guarantees concrete learning that's immediately applicable at work.
For the smooth delivery of the Training Data Lake 2026 - Optimize Your Advertising Campaigns program, the following equipment is required:
For intra-company training on a site outside Learni, the client commits to providing all required teaching materials (computers, internet, etc.) for the smooth delivery of the program in line with the prerequisites in the communicated program.
Assessment of skills acquired during the Training Data Lake 2026 - Optimize Your Advertising Campaigns program is performed through:
Learni is committed to making its programs accessible. All our programs are accessible to people with disabilities. Our teams are available to adapt the pedagogical methods to your specific needs. Please contact us for any adjustment request.
Learni programs are available inter-company and intra-company, onsite or remote. Enrollments are possible up to 48 business hours before the program starts. Our programs are eligible for corporate funding paths. Contact us to discuss your training project and funding options.
« cool, j'ai appris des trucs »
« j'etais perdu au debut mais Ramy Saharaoui m'a pas laché, il a pris le temps. merci vraiment »
« la formation dev etait intense mais grave bien. merci Anthony Khelil »
« 😊👍 »
« bien 👍 »
« Allan Busi t'es au top, continue comme ça. formation géniale »
« cool, j'ai appris des trucs »
« j'etais perdu au debut mais Ramy Saharaoui m'a pas laché, il a pris le temps. merci vraiment »
« la formation dev etait intense mais grave bien. merci Anthony Khelil »
« 😊👍 »
« bien 👍 »
« Allan Busi t'es au top, continue comme ça. formation géniale »
« cool, j'ai appris des trucs »
« j'etais perdu au debut mais Ramy Saharaoui m'a pas laché, il a pris le temps. merci vraiment »
« la formation dev etait intense mais grave bien. merci Anthony Khelil »
« 😊👍 »
« bien 👍 »
« Allan Busi t'es au top, continue comme ça. formation géniale »
Before, during, after: we frame the brief, introduce the trainer, tailor the content and measure impact. You stay in control from kickoff to wrap-up.
Each trainer is validated on three criteria: hands-on field expertise, proven pedagogy and alignment with your industry.
30-minute video call between you and the selected trainer to validate the fit, adjust content and clear any final doubts.
No recycled slides. The syllabus is reworked from your real cases: tools, constraints, vocabulary, ongoing projects.
Live evaluations, 30/90/180-day check-ins and a consolidation plan. If the impact misses the mark, we rework it.
A simple promise: you don't pay to discover the trainer on day one. Everything is validated upfront, by you.
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Marketing DigitalIndustry-certified30 minutes with a learning advisor. No commitment. No sales pitch dressed up as a demo.