Training Apache Iceberg - Optimizing data lakes for international trade

$3,465

  • 3 days
  • Onsite
  • 10 people max.
Ref: WGZ100
10 people max.
$3,465
In-company rate: from $6,290 for the whole team
On-site and certification exam on quote
3 days
Onsite

Don't let this gap widen

Why this program matters

  • Without Apache Iceberg mastery, 70% of international trade companies' data lakes suffer 15% annual data losses according to Gartner.

  • Schema evolution errors trigger costly downtimes, up to 500k€ per incident for exporting firms.

  • Careers stagnate: mid-level data engineers risk obsolescence against Spark Iceberg competition.

  • Major risk: customs non-compliance from flawed analyses, EU fines at 4% CA.

  • Invest now to secure your data assets and boost enterprise performance.

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.

Apache Iceberg training objectives

  • Master Apache Iceberg for effectively managing data lakes in certified professional training
  • Develop advanced skills in time travel and schema evolution for the enterprise
  • Implement optimized data pipelines with Iceberg in international trade
  • Optimize query performance on massive import-export data volumes
  • Design ACID tables compatible with Spark, Trino, and Flink for professional projects
  • Acquire certified skills in metadata management for data teams

Program

Apache Iceberg curriculum: 3 modules over 3 days

Module 1 : Apache Iceberg Fundamentals: installation, table creation, and Spark integration (data lake basics)

Discover Apache Iceberg through practical installation on local clusters, create your first tables with evolving schemas, integrate Spark for CRUD operations, explore manifests and metadata files, complete exercises on import-export datasets, produce initial reports on data lake structures, receive personalized feedback to consolidate your professional skills.

Module 2 : Advanced Apache Iceberg: time travel, branching, and performance optimization (advanced methods)

Dive into time travel to restore historical versions of customs data, implement branching for parallel testing in international trade, optimize compactions and merges with real cases, use Trino for fast federated queries, analyze metadata for debugging, generate performant snapshots, apply everything through practical workshops on real volumes, strengthen your enterprise skills.

Module 3 : Practical Apache Iceberg Cases: end-to-end pipelines and Incoterms data integration (project deliverables)

Build complete pipelines with Iceberg, Flink, and Kafka for real-time import-export flows, integrate customs data with Incoterms, deploy automated maintenance jobs, test ACID resilience on failure scenarios, evaluate optimized S3 costs, produce a final deliverable project with an analytical dashboard, share in groups for expert feedback, certify your skills for a data career in international trade.

How Apache Iceberg skills are assessed

  • Daily interactive quizzes on Iceberg concepts
  • Practical data pipeline project in pairs
  • Final evaluation via real international trade case

How the Apache Iceberg course is taught

  • 70% hands-on, 30% theory approach for immediate skills
  • Real cases from import-export and customs
  • Individual support in small groups of max 10
  • Open-source tools: Spark, Trino, Flink integrated

Apache Iceberg training: access and practical arrangements

The Training Apache Iceberg - Optimizing data lakes for international trade 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 Apache Iceberg - Optimizing data lakes for international trade 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 Apache Iceberg - Optimizing data lakes for international trade 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 Apache Iceberg 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

Apache Iceberg: frequently asked questions

Which tools are used in Apache Iceberg training?+
Hands-on work runs on data lake basics, advanced methods and project deliverables. Those tools come from the Apache Iceberg program itself, delivered on site over 3 days, so participants practise on the stack they will use at work.
What can participants do after Apache Iceberg training?+
They can master Apache Iceberg for effectively managing data lakes in certified professional training, develop advanced skills in time travel and schema evolution for the enterprise and implement optimized data pipelines with Iceberg in international trade. Those are the stated objectives of the Apache Iceberg program at Intermediate level, checked by the end-of-session assessment.
What does the Apache Iceberg program cover, day by day?+
Day 1: Apache Iceberg Fundamentals: installation, table creation, and Spark integration (data lake basics). Day 2: Advanced Apache Iceberg: time travel, branching, and performance optimization (advanced methods). Day 3: Practical Apache Iceberg Cases: end-to-end pipelines and Incoterms data integration (project deliverables). The Apache Iceberg program runs over 3 days, delivered on site.
How is Apache Iceberg training assessed?+
Assessment relies on daily interactive quizzes on Iceberg concepts, practical data pipeline project in pairs and final evaluation via real international trade case. Learni issues a completion certificate together with the individual assessment report at the end of the Apache Iceberg program, which an L&D team can file as evidence.
How much does Apache Iceberg training cost per participant?+
Apache Iceberg training costs $3,465 per participant. For an in-company team, the flat rate starts at $6,290 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 Apache Iceberg training take?+
3 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 Apache Iceberg 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 Apache Iceberg training?+
Solid knowledge of SQL, experience with Spark or Hadoop, basics in data lake management.
Is a certificate issued after Apache Iceberg 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 Apache Iceberg 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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