Training Data Lineage - Territorial Data Traceability

$4,620

  • 4 days
  • Onsite
  • 10 people max.
Ref: TFC926
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 mastering data lineage, territorial development projects accumulate critical data errors.

  • Studies show that 65% of Smart City initiatives partially fail due to untracked data flows.

  • Local governments and companies lose an average of 18 months and substantial budgets on costly corrections.

  • Urban planners and GIS managers see their credibility and career prospects diminish against the competition.

  • Not taking this certification training exposes professionals to lasting strategic delays.

Alicia DIOH, Managing Director · Finance, AI & Management trainer
Alicia DIOH

Managing Director · Finance, AI & Management trainer

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

40,869 programs · 25 countries

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

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

Data Lineage training objectives

  • Master the fundamentals of data lineage in a certified professional training
  • Develop skills in mapping urban data flows for the enterprise
  • Design traceability models adapted to land development projects
  • Implement data lineage tools to optimize Smart City governance
  • Optimize the quality of territorial data through structured methods
  • Integrate data lineage into the business processes of local authorities and companies

Program

Data Lineage curriculum: 4 modules over 4 days

Module 1 : Theme: Introduction to data lineage in urban planning (ETL tools, mapping, deliverables)

Participants discover the key concepts of data lineage applied to territorial data. They explore ETL tools such as Talend and Apache NiFi through practical exercises on urban datasets. Concrete land development cases allow mapping flows and producing an initial traceability deliverable.

Module 2 : Theme: Data lineage modeling for Smart City (graphical methods, real cases, deliverables)

This day deepens the visual modeling of data lineages in Smart City projects. Learners use tools such as DataHub and Collibra on real urban planning scenarios. They perform mapping exercises and deliver a complete traceability diagram for a connected neighborhood.

Module 3 : Theme: Governance and data lineage tools in land development (GIS integration, audits, deliverables)

Trainees integrate data lineage into geographic information systems for land development. They conduct quality audits on real data and configure pipelines with open source solutions. An audit deliverable and recommendations are produced at the end of the day.

Module 4 : Theme: Professional data lineage deployment (cloud tools, reporting, final deliverables)

The final day focuses on the operational deployment of data lineage in urban organizations. Participants use cloud platforms and generate automated reports. Business simulations lead to the presentation of a complete territorial data governance deliverable.

How Data Lineage skills are assessed

  • Knowledge validation MCQ
  • Practical data lineage mapping project
  • Oral presentation of the final deliverable

How the Data Lineage course is taught

  • Interactive lectures
  • Exercises on real urban planning cases
  • Pair work on professional tools
  • Personalized trainer feedback

Data Lineage training: access and practical arrangements

The Training Data Lineage - Territorial Data Traceability 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 Lineage - Territorial Data Traceability 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 Lineage - Territorial Data Traceability 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 Lineage 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 Lineage: frequently asked questions

Which tools are used in Data Lineage training?+
Hands-on work runs on ETL tools, mapping, deliverables, graphical methods, real cases and GIS integration. Those tools come from the Data Lineage 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 Lineage training?+
They can master the fundamentals of data lineage in a certified professional training, develop skills in mapping urban data flows for the enterprise and design traceability models adapted to land development projects. Those are the stated objectives of the Data Lineage program at Beginner level, checked by the end-of-session assessment.
What does the Data Lineage program cover, day by day?+
Day 1: Theme: Introduction to data lineage in urban planning (ETL tools, mapping, deliverables). Day 2: Theme: Data lineage modeling for Smart City (graphical methods, real cases, deliverables). Day 3: Theme: Governance and data lineage tools in land development (GIS integration, audits, deliverables). Day 4: Theme: Professional data lineage deployment (cloud tools, reporting, final deliverables). The Data Lineage program runs over 4 days, delivered on site.
How is Data Lineage training assessed?+
Assessment relies on knowledge validation MCQ, practical data lineage mapping project and oral presentation of the final deliverable. Learni issues a completion certificate together with the individual assessment report at the end of the Data Lineage program, which an L&D team can file as evidence.
How much does Data Lineage training cost per participant?+
Data Lineage 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 Lineage 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 Lineage 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 Lineage training?+
Basic knowledge of spreadsheets and cartographic tools such as Excel or QGIS, as well as familiarity with territorial data.
Is a certificate issued after Data Lineage 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 Lineage 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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