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.
1 seat held for the next session
Request a call back and an advisor reaches you within 24 business hours, Monday to Saturday.

To fight inequalities in access to education, Learni donates a complete school kit to a child in need for every training booked. You build your skills, a child heads back to school.
Founded by engineers and learning experts, Learni's mission is to make high-impact tech training accessible to teams everywhere. We work remotely with organizations across the US and Canada, in your time zone, to help teams upskill fast.
Don't let this gap widen
Without up-to-date data mapping for 2026, 68% of companies risk CNIL fines exceeding 4% of revenue, as seen in 2023 with 1,2 Md€ in penalties.
Unmapped data breaches cost an average of 4,5 M€ per incident, tripling audit response times.
Your teams lose 50% productivity on manual traceability, widening the competitive gap against compliant players.
In 2026, 82% of unprepared DPOs see their careers stalled by recurring non-conformities.
Act now to secure your data governance.
In-depth analysis of new DMA and Data Act 2026 requirements, identification of critical flows in your company via interactive workshops, initial modeling with UML diagrams and tools like Lucidchart, practical exercises on real non-compliance cases, production of a first personalized data map with risk prioritization, immediate feedback from the trainer for professional optimization.
Hands-on use of expert tools like Collibra, Alation, and Microsoft Purview to automatically map massive data volumes, integration with APIs and SQL/NoSQL databases, practical workshops on scraping and dynamic mapping with company datasets, simulation of 2026-compliant cloud migrations, generation of interactive reports and dashboards, focus on scalability and interoperability for immediate time savings in production.
Study of advanced scenarios involving generative AI and cross-border data, collaborative mapping of multi-supplier chains with tools like Draw.io and Visio Pro, exercises on shadow data detection and granular consents for 2026, resolution of real CNIL audit failure cases, development of robust data governance policies, finalized deliverable of a complete data map with enriched metadata for your organization.
Simulation of 2026 external audits with ISO 27701 and NIST checklists, automated compliance tests via Python and Selenium scripts, optimization of maps for cyber resilience, team awareness workshops and CI/CD data integration, post-training action plan with measurable KPIs, individual certification of acquired skills, support for immediate enterprise deployment with proven risk reduction.
The Training Data Mapping - Anticipate the 2026 Standards program is delivered onsite or remote (blended-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 Mapping - Anticipate the 2026 Standards 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 Mapping - Anticipate the 2026 Standards 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.
Registration is possible up to 48 business hours before the start of training. All our programs are built for corporate L&D budgets and delivered onsite or remotely.
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.
Data engineeringIndustry-certified
DevOps & CI/CDIndustry-certified
Data engineeringIndustry-certified
Data engineeringIndustry-certified
Mapping & GISIndustry-certified
Mapping & GISIndustry-certified
Mapping & GISIndustry-certified
Mapping & GISIndustry-certified
Mapping & GISIndustry-certified
Mapping & GISIndustry-certified
GDPR & digital lawIndustry-certified
GDPR & digital lawIndustry-certified
GDPR & digital lawIndustry-certified
GDPR & digital lawIndustry-certified
GDPR & digital lawIndustry-certified
GDPR & digital lawIndustry-certified
Web analytics & measurementIndustry-certified
Web analytics & measurementIndustry-certified
Web analytics & measurementIndustry-certified
Web analytics & measurementIndustry-certified
Web analytics & measurementIndustry-certified
Web analytics & measurementIndustry-certified
ETL & data pipelinesIndustry-certified
ETL & data pipelinesIndustry-certified
ETL & data pipelinesIndustry-certified
ETL & data pipelinesIndustry-certified
ETL & data pipelinesIndustry-certified
ETL & data pipelinesIndustry-certifiedAvailable on-site and remotely. Pick your city to see the local training center.
30 minutes with a learning advisor. No commitment. No sales pitch dressed up as a demo.