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Training Data Mapping - Optimizing Business Data Flows in the Enterprise

Ref: QBM589
10 people max.
From $5,145 HT / per person
Pay in 3 installments · On-site on request · +$540 with certification exam
4 days
Remote

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Learning objectives

  • Master advanced data mapping techniques for professional projects
  • Develop complex and interoperable data flow models
  • Implement data lineage traceability in enterprise environments
  • Design data maps integrating governance and GDPR compliance
  • Optimize mapping skills for audits and SI migrations
  • Deploy certified mapping tools in real business contexts

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 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.

Youcef TAHRI
Youcef TAHRI

Learni trainer · Management expert

73%productivity gap
×3cost of inaction

Program

Module 1Advanced Fundamentals: Data Mapping and Business Modeling (ERwin, Collibra, Draw.io)

Immersion in professional data mapping tools, modeling complex business flows from real enterprise cases, creation of advanced entity-relationship diagrams with ERwin, integration of data lineage to track ETL transformations, practical exercises on large datasets, production of a first mapping deliverable validated through collective code review, immediate gain in visibility on your data silos.

Module 2Advanced Techniques: Data Mapping with Data Lineage and Profiling (Manta, Alation)

In-depth exploration of automated data lineage via Manta and Alation, automatic profiling of heterogeneous sources to identify hidden dependencies, practical workshops on legacy system migrations, simulation of data incident scenarios to test map robustness, generation of interactive traceability reports, real-time collaboration on shared diagrams, rapid transformation of knowledge into actionable enterprise skills.

Module 3BI Integration: Data Mapping Connected to Power BI and Governance (Talend, Informatica)

Connecting data maps to BI tools like Power BI for dynamic visualizations, implementing governance rules with Talend Data Catalog, workshops on GDPR compliance via masking and anonymization in flows, simulated internal audit cases, optimization of cross-source query performance, creation of data quality monitoring dashboards, immediate value for securing and scaling your business pipelines.

Module 4Deployment and Optimization: Data Mapping in Production (Collibra, Final Exercises)

Deployment of mapping solutions in production-like environments with Collibra, optimization of models for AWS/Azure cloud scalability, simulations of external audits and remediation plans, complete red thread project on your enterprise context, resilience tests against data disruptions, certified documentation and ready-to-use handover, closure with practical evaluation to boost your employability in data governance.

Evaluation method

  • Advanced MCQ to validate learning outcomes at the end of the training
  • Evaluation through practical exercises and data challenges
  • Defense of the red thread mapping project before experts

Learning method

  • Sessions led by practicing data expert trainers
  • Hands-on exercises on authentic enterprise cases
  • Evolving red thread project over 4 days
  • Rich pedagogical materials and permanent online resources

Methods, materials and delivery

The Training Data Mapping - Optimizing Business Data Flows in the Enterprise 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 Data Mapping - Optimizing Business Data Flows in the Enterprise 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 Data Mapping - Optimizing Business Data Flows in the Enterprise 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 Data Mapping - Optimizing Business Data Flows in the Enterprise training cost?+
The individual price is $5,145 (USD). A detailed quote is sent within one business day.
How long is the Training Data Mapping - Optimizing Business Data Flows in the Enterprise training?+
The training lasts 4 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?+
Mastery of advanced SQL, relational modeling and ETL, experience in enterprise data management
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.
On-site & remote

This training across cities

Available on-site and remotely. Pick your city to see the local training center.

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