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.
Discovery of key anonymization concepts, differentiation between pseudonymization and true anonymization, analysis of GDPR articles 4-25 with concrete examples of CNIL sanctions, exercises on identifying personal data in a company dataset, creation of a first inventory of data to anonymize, setup of a personal glossary for future projects.
Exploration of simple techniques such as suppression of sensitive fields, generalization of ages and locations using Excel and Python pandas, masking of data with regex and open-source tools, practical workshops on real company CSV files, effectiveness testing with simulated re-identification, production of a preliminary report on residual risks.
Installation and use of ARX for k-anonymity anonymization, Python scripts with faker and differential privacy via dedicated libraries, configuration of Amnesia for structured datasets, guided exercises on anonymized e-commerce cases, comparison of tool performance with real-time benchmarks, development of a personalized toolkit for company return.
Advanced application of k-anonymity and l-diversity on real HR and customer data, hierarchization of quasi-identifiers with ARX, simulations of re-identification attacks to validate robustness, pair work on the red thread project, optimization of parameters for utility/privacy balance, drafting of a deployable anonymization plan for production.
Complete audit of an existing data flow with risk/benefit matrix, drafting of DPIA incorporating anonymization, best practices for CNIL documentation and traceability, case studies of sanctioned vs compliant companies, finalization of the red thread project with defense, delivery of a certifying template for recurring internal audits.
The Training Anonymisation - Protecting Data in the Company 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 Anonymisation - Protecting Data in the Company 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 Anonymisation - Protecting Data in the Company 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.
Conformité & RGPDIndustry-certified
Conformité & RGPDIndustry-certified
Conformité & RGPDIndustry-certified
Conformité & RGPDIndustry-certified
Conformité & RGPDIndustry-certified
Conformité & RGPDIndustry-certified
Développement WebIndustry-certified
Développement WebIndustry-certified
Développement WebIndustry-certified
Développement WebIndustry-certified
Développement WebIndustry-certified
Développement WebIndustry-certified
Développement LogicielIndustry-certified
Développement LogicielIndustry-certified
Développement LogicielIndustry-certified
Développement LogicielIndustry-certified
Développement LogicielIndustry-certified
Développement LogicielIndustry-certified
Outils DevOpsIndustry-certified
Outils DevOpsIndustry-certified
Outils DevOpsIndustry-certified
Outils DevOpsIndustry-certified
Outils DevOpsIndustry-certified
Outils DevOpsIndustry-certified30 minutes with a learning advisor. No commitment. No sales pitch dressed up as a demo.