Built for US teams
Payment by wire transferEnhanced confidentialityPerfect for companies with 50 to 500 employeesScheduling to fit any time zone

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Training Anonymisation - Protecting Data in the Company

Ref: XIS542
10 people max.
From $5,775 HT / per person
On-site on request · +$540 with certification exam
5 days
Remote

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Trusted by — schools, companies and industrial groups
Aptar
ArcelorMittal
Equans
EDF
Ubisoft
Microsoft
Aptar
ArcelorMittal
Equans
EDF
Ubisoft
Microsoft
Aptar
ArcelorMittal
Equans
EDF
Ubisoft
Microsoft
Aptar
ArcelorMittal
Equans
EDF
Ubisoft
Microsoft
Aptar
ArcelorMittal
Equans
EDF
Ubisoft
Microsoft
Aptar
ArcelorMittal
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Learning objectives

  • Master the principles of anonymization for secure professional data
  • Develop skills in anonymization techniques adapted to the company
  • Understand the GDPR legal framework related to certified anonymization
  • Implement practical anonymization methods on real datasets
  • Evaluate the effectiveness of treatments for professional compliance
  • Design anonymization processes integrated into company data flows
A child walking to school with a backpack
Our social commitment

A school kit donated to a child for every training

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.

  • Backpack, notebooks and essential supplies
  • Distributed through our partner charities
  • Included, at no extra cost to you

The Learni story

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

Why this program matters

  • Without mastery of anonymization, companies risk CNIL fines up to 4% of global revenue, like the 50 million euros imposed in 2023 on tech giants.

  • 75% of GDPR violations stem from poorly handled data, triggering loss of customer trust and 30% churn.

  • Untrained DPOs multiply audit risks by 5, slowing data transformation.

  • Every quarter without certified skills leaves companies exposed to compliant competitors that innovate faster.

Nawfel ABED
Nawfel ABED

Learni trainer · Cybersecurity expert

73%productivity gap
×3cost of inaction

Program

Module 1Fundamentals: anonymization principles and GDPR framework (definitions, legal risks)

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.

Module 2Techniques: basic anonymization methods (suppression, generalization, masking)

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.

Module 3Tools: getting started with anonymization software (ARX, Python libraries, Amnesia)

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.

Module 4Practice: anonymization workshops on company datasets (k-anonymity, l-diversity)

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.

Module 5Compliance: integrating anonymization into company processes (audit, documentation)

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.

Evaluation method

  • Quiz to validate learning outcomes at the end of the training
  • Continuous assessment through practical exercises
  • Defense of the red thread project in front of the trainer

Learning method

  • Courses delivered by a practicing expert trainer
  • Practical exercises on real company cases
  • Progressive red thread project throughout the training
  • Complete course materials provided to each participant

Methods, materials and delivery

The Training Anonymisation - Protecting Data in the Company 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.

Equipment required

For the smooth delivery of the Training Anonymisation - Protecting Data in the Company program, the following equipment is required:

  • Mac or PC computers, high-speed fiber internet, whiteboard or flipchart, projector or interactive touch screen (for remote sessions)
  • Training environments installed on workstations or accessible online
  • Course materials, hands-on exercises and complementary resources
  • Post-training access to materials and educational resources

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.

* contact us for remote delivery feasibility** ratio varies depending on the program

Skills assessment methods

Assessment of skills acquired during the Training Anonymisation - Protecting Data in the Company program is performed through:

  • During training: case studies, hands-on labs and professional scenarios
  • End of training: self-assessment questionnaire and skills evaluation by the trainer
  • After training: completion certificate detailing acquired skills

Program accessibility

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.

Enrollment terms and lead times

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.

Our method

Training quality, guaranteed at every step

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.

Step 1

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.
Step 2

You meet the trainer beforehand

30-minute video call between you and the selected trainer to validate the fit, adjust content and clear any final doubts.

  • Live briefing on goals and team context.
  • Veto right — we swap the trainer for free if needed.
Step 3

Content tailored to your context

No recycled slides. The syllabus is reworked from your real cases: tools, constraints, vocabulary, ongoing projects.

  • Hands-on cases drawn from your stack and projects.
  • Program co-written then validated by your team.
Step 4

Continuous quality follow-up

Live evaluations, 30/90/180-day check-ins and a consolidation plan. If the impact misses the mark, we rework it.

  • NPS, knowledge quizzes and skills self-assessment.
  • Satisfaction guarantee: fully satisfied or free rework.

A simple promise: you don't pay to discover the trainer on day one. Everything is validated upfront, by you.

FAQ

Frequently asked questions

How much does the Training Anonymisation - Protecting Data in the Company training cost?+
The price is $5,775 (USD) per participant. A detailed quote is sent within one business day.
How long is the Training Anonymisation - Protecting Data in the Company training?+
The training lasts 5 journées, available live online (US time zones) or on-site at your offices.
How is this training paid for?+
Most US teams pay directly through their company (L&D or training budget). We invoice in US dollars and accept bank transfer (ACH/wire) or card, with volume pricing for teams. A purchase order is welcome.
Are there any prerequisites?+
Basic knowledge of data management and Excel, elementary knowledge of GDPR
Is a certificate delivered at the end?+
Yes. A Learni completion certificate is issued, along with the individual evaluation report.
Does Learni provide the equipment?+
No. A computer and stable internet connection are required for the participant. Learni provides the educational platform, the trainer and all course materials.
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