Training Data Mapping - Optimizing Business Data Flows in the Enterprise

$4,620

  • 4 days
  • Onsite
  • 10 people max.
Ref: QBM589
10 people max.
$4,620
In-company rate: from $7,865 for the whole team
On-site and certification exam on quote
4 days
Onsite

Don't let this gap widen

Why this program matters

  • Without advanced mastery of data mapping, 88% of data initiatives fail due to lack of visibility on flows, resulting in annual losses of 12 million euros in errors and duplicates for a typical SME.

  • GDPR fines for non-traceability reach 20 million euros, or 4% of global revenue, while teams lose 35% of their time on unnecessary debugging.

  • In 2024, 65% of data engineers are passed over for promotions without data lineage skills.

  • Every quarter without training widens a fatal competitive gap, exposing your information systems to systemic risks and stalling generative AI.

Célian Lebacle, Learni trainer · Web & mobile expert
Célian Lebacle

Learni trainer · Web & mobile expert

73%productivity gap
×3cost of inaction
Flag of the United StatesBuilt for US teams
Payment by wire transferEnhanced confidentialityPerfect for companies with 50 to 500 employeesScheduling to fit any time zone

Trusted by — schools, companies and industrial groups

40,841 programs · 25 countries

  • Aptar
  • ArcelorMittal
  • Equans
  • EDF
  • Ubisoft
  • Microsoft

Every program built with a dedicated engineer

  • OpenAI
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  • NVIDIA
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  • Microsoft Dynamics 365
  • Salesforce
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  • SAP
  • Oracle
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  • Palo Alto Networks
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  • VMware
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  • Snowflake
  • OVHcloud
  • Notion
  • AMD
  • Apple

Companies: Aptar, ArcelorMittal, Equans, EDF, Ubisoft and Microsoft.

Data Mapping training 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

Data Mapping curriculum: 4 modules over 4 days

Module 1 : Advanced 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 2 : Advanced 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 3 : BI 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 4 : Deployment 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.

How Data Mapping skills are assessed

  • 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

How the Data Mapping course is taught

  • 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

Data Mapping training: access and practical arrangements

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.

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.

Our method

How Learni guarantees the quality of your Data Mapping training

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.

A child walking to school with a backpack
Our social commitment

A school kit donated to a child for every training booked

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
Enroll and offer a kit
FAQ

Data Mapping: frequently asked questions

Which tools are used in Data Mapping training?+
Hands-on work runs on ERwin, collibra, draw.io, manta, alation and talend. Those tools come from the Data Mapping program itself, delivered on site over 4 days, so participants practise on the stack they will use at work.
What can participants do after Data Mapping training?+
They can master advanced data mapping techniques for professional projects, develop complex and interoperable data flow models and implement data lineage traceability in enterprise environments. Those are the stated objectives of the Data Mapping program at Advanced level, checked by the end-of-session assessment.
What does the Data Mapping program cover, day by day?+
Day 1: Advanced Fundamentals: Data Mapping and Business Modeling (ERwin, Collibra, Draw.io). Day 2: Advanced Techniques: Data Mapping with Data Lineage and Profiling (Manta, Alation). Day 3: BI Integration: Data Mapping Connected to Power BI and Governance (Talend, Informatica). Day 4: Deployment and Optimization: Data Mapping in Production (Collibra, Final Exercises). The Data Mapping program runs over 4 days, delivered on site.
How is Data Mapping training assessed?+
Assessment relies on advanced MCQ to validate learning outcomes at the end of the training, evaluation through practical exercises and data challenges and defense of the red thread mapping project before experts. Learni issues a completion certificate together with the individual assessment report at the end of the Data Mapping program, which an L&D team can file as evidence.
How much does Data Mapping training cost per participant?+
Data Mapping training costs $4,620 per participant. For an in-company team, the flat rate starts at $7,865 for the whole group, up to 8 people. The detailed quote, sent within one business day, adjusts the amount to the format and how far the syllabus is tailored to your team.
How long does Data Mapping training take?+
4 days, available live online (US time zones) or on-site at your offices. Half-day tracks spread over several weeks are possible so the team stays operational.
Who pays for Data Mapping training?+
Most US teams pay directly through their company L&D or training budget. Learni invoices in US dollars and accepts bank transfer (ACH/wire) or card, with volume pricing for teams. A purchase order is welcome.
What do participants need to know before Data Mapping training?+
Mastery of advanced SQL, relational modeling and ETL, experience in enterprise data management.
Is a certificate issued after Data Mapping training?+
Yes. A Learni completion certificate is issued, along with the individual evaluation report. Learni is a certified training provider and prepares for third-party certifications, but does not award them itself.
Does Learni provide the equipment for Data Mapping training?+
No. A computer and a stable internet connection are required for each participant. Learni provides the learning platform, the trainer and all course materials.
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