Training Data lakehouse - Optimizing international trade data

Specialist course · Minimum level required

$4,620

  • 4 days
  • Onsite
  • 10 people max.
Ref: STG170
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

  • Companies that fail to master Data lakehouse architectures lose an average of 18 % profitability on their international operations.

  • Customs compliance errors generate 2,4 milliards d'euros in annual penalties in Europe.

  • Without these skills, teams stagnate and trade digitalization projects fail.

  • Acting now secures your competitive advantage.

Allan BUSI, Learni trainer · AI expert
Allan BUSI

Learni trainer · AI 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

41,258 programs · 25 countries

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

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

Data lakehouse training objectives

  • Master the design of a Data lakehouse for professional international trade data flows
  • Develop advanced skills in enterprise data governance with certification
  • Design real-time pipelines for import-export and customs operations
  • Optimize analytical performance on Incoterms and regulatory data
  • Implement certified Qualiopi compliance and traceability models
  • Train teams on Data lakehouse operations in an international context

Program

Data lakehouse curriculum: 4 modules over 4 days

Module 1 : Theme: Data lakehouse architecture for international trade (Delta Lake, Unity Catalog, practical exercises)

Participants explore the modern Data lakehouse architecture applied to international trade data. They deploy Delta Lake on real import-export flows, configure Unity Catalog for customs governance and complete Incoterms-based partitioning exercises. Real-world cases from exporting companies deliver a validated architecture deliverable.

Module 2 : Theme: Data lakehouse ingestion and transformation of customs data (Spark Structured Streaming, dbt, Incoterms cases)

This day covers real-time ingestion of customs declarations into the Data lakehouse. Learners use Spark Streaming to process flows, apply dbt for data transformation and integrate Incoterms rules. Exercises on professional datasets result in a certified and documented pipeline.

Module 3 : Theme: Advanced analytics and BI in Data lakehouse trade (Databricks SQL, Power BI, export reporting)

Trainees build analytical models on international commercial performance. They leverage Databricks SQL to query customs data, connect Power BI and generate dashboards by country and Incoterms. Deliverables include automated reports optimized for enterprise decision-making.

Module 4 : Theme: Data lakehouse governance, security and optimization (Unity Catalog, CI/CD, final certification)

The final day focuses on advanced Data lakehouse governance in an international trade context. Participants implement security policies, automate CI/CD deployments and validate customs compliance. A complete final project is presented and assessed for professional certification.

How Data lakehouse skills are assessed

  • Daily quizzes on Data lakehouse and trade concepts
  • Final group project with presentation to experts
  • Skills assessment validated by certified trainer

How the Data lakehouse course is taught

  • Practical workshops 70% of the time
  • Real-world import-export company cases
  • Materials and notebooks provided
  • Platform access after training

Data lakehouse training: access and practical arrangements

The Training Data lakehouse - Optimizing international trade data 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 lakehouse - Optimizing international trade data 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 lakehouse - Optimizing international trade data 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 lakehouse 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 lakehouse: frequently asked questions

Which tools are used in Data lakehouse training?+
Hands-on work runs on delta Lake, unity Catalog, practical exercises, spark Structured Streaming, dbt and incoterms cases. Those tools come from the Data lakehouse 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 lakehouse training?+
They can master the design of a Data lakehouse for professional international trade data flows, develop advanced skills in enterprise data governance with certification and design real-time pipelines for import-export and customs operations. Those are the stated objectives of the Data lakehouse program at Advanced level, checked by the end-of-session assessment.
What does the Data lakehouse program cover, day by day?+
Day 1: Theme: Data lakehouse architecture for international trade (Delta Lake, Unity Catalog, practical exercises). Day 2: Theme: Data lakehouse ingestion and transformation of customs data (Spark Structured Streaming, dbt, Incoterms cases). Day 3: Theme: Advanced analytics and BI in Data lakehouse trade (Databricks SQL, Power BI, export reporting). Day 4: Theme: Data lakehouse governance, security and optimization (Unity Catalog, CI/CD, final certification). The Data lakehouse program runs over 4 days, delivered on site.
How is Data lakehouse training assessed?+
Assessment relies on daily quizzes on Data lakehouse and trade concepts, final group project with presentation to experts and skills assessment validated by certified trainer. Learni issues a completion certificate together with the individual assessment report at the end of the Data lakehouse program, which an L&D team can file as evidence.
How much does Data lakehouse training cost per participant?+
Data lakehouse 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 lakehouse 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 lakehouse 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 lakehouse training?+
Confirmed proficiency in Spark, Python and data lake or warehouse architectures, plus experience with customs flows and Incoterms.
Is a certificate issued after Data lakehouse 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 lakehouse 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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