Training Data Lake 2026 - Advanced and Scalable Data Architectures

Specialist course · Minimum level required

$7,875

  • 5 days
  • Onsite
  • 10 people max.
Ref: RKK863
10 people max.
$7,875
In-company rate: from $14,175 for the whole teamExpertise rate: $1,575 per day, reflecting the difficulty level
On-site and certification exam on quote
5 days
Onsite

Don't let this gap widen

Why this program matters

  • Companies that neglect Data Lakes 2026 lose up to 35% in data efficiency according to recent studies.

  • Teams without these skills face growing silos and storage costs multiplied by two.

  • Careers stagnate in the face of professionals mastering these advanced architectures.

  • Acting now prevents these major competitive 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

41,137 programs · 25 countries

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

Every program built with a dedicated engineer

  • OpenAI
  • Anthropic
  • Mistral AI
  • NVIDIA
  • Google
  • Amazon Web Services
  • Microsoft Dynamics 365
  • Salesforce
  • ServiceNow
  • SAP
  • Oracle
  • Cisco
  • Fortinet
  • Palo Alto Networks
  • Aruba
  • VMware
  • Red Hat
  • Databricks
  • Snowflake
  • OVHcloud
  • Notion
  • AMD
  • Apple

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

Data Lake training objectives

  • Master 2026 Data Lake architectures in a professional certification context
  • Develop advanced skills in designing scalable enterprise data lakes
  • Design data pipelines integrating Power BI, Tableau and Business Intelligence solutions
  • Optimize data performance and governance in professional projects
  • Implement certifying data lake strategies tailored to enterprise needs
  • Deploy concrete use cases in advanced professional training

Program

Data Lake curriculum: 5 modules over 5 days

Module 1 : Theme: Advanced Fundamentals of Data Lake 2026 (Azure Data Lake, AWS S3, modeling)

Participants explore modern 2026 Data Lake architectures via Azure and AWS, analyzing bronze, silver and gold layers. They complete practical exercises in designing storage zones, integrate metadata and test real enterprise use cases. Deliverables include a validated architecture diagram and baseline scripts.

Module 2 : Theme: Data Lake 2026 Ingestion and Transformation (Spark, Delta Lake, advanced ETL)

This day covers massive data ingestion into Data Lake 2026 using Spark and Delta Lake. Learners implement complex transformations, manage evolving schemas and connect data flows to Power BI for rapid visualizations. Real enterprise cases and functional pipeline deliverables are included.

Module 3 : Theme: Data Lake 2026 Governance and Security (catalogs, IAM, compliance)

Focus on advanced 2026 Data Lake governance including data catalogs, IAM policies and traceability. Participants configure secure access, apply GDPR compliance rules and integrate Tableau for monitoring. Practical exercises on enterprise cases result in a complete governance plan.

Module 4 : Theme: Advanced Analysis and BI for Data Lake 2026 (Power BI, optimized queries)

Learners connect Data Lake 2026 to Power BI and Tableau for high-performance analytics. They optimize queries, create semantic models and build interactive dashboards on large datasets. Professional case studies enable delivery of ready-to-use enterprise reports.

Module 5 : Theme: Data Lake 2026 Deployment and Optimization (scalability, monitoring, final projects)

The final day covers scalable deployment of Data Lake 2026 with advanced monitoring and Business Intelligence integration. Participants complete a full enterprise project including Power BI and Tableau, validate performance and present deliverables. Personalized feedback and skills certification conclude the training.

How Data Lake skills are assessed

  • Daily quizzes on Data Lake concepts
  • Group practical project with presentation
  • Final evaluation of architecture deliverables

How the Data Lake course is taught

  • Hands-on workshops on Azure and AWS
  • Real-world enterprise case studies
  • Direct integration with Power BI and Tableau
  • Personalized daily feedback

Data Lake training: access and practical arrangements

The Training Data Lake 2026 - Advanced and Scalable Data Architectures 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 Lake 2026 - Advanced and Scalable Data Architectures 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 Lake 2026 - Advanced and Scalable Data Architectures 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 Lake 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 Lake: frequently asked questions

Which tools are used in Data Lake 2026 training?+
Hands-on work runs on azure Data Lake, AWS S3, modeling, spark, delta Lake and advanced ETL. Those tools come from the Data Lake 2026 program itself, delivered on site over 5 days, so participants practise on the stack they will use at work.
What can participants do after Data Lake 2026 training?+
They can master 2026 Data Lake architectures in a professional certification context, develop advanced skills in designing scalable enterprise data lakes and design data pipelines integrating Power BI, Tableau and Business Intelligence solutions. Those are the stated objectives of the Data Lake 2026 program at Advanced level, checked by the end-of-session assessment.
What does the Data Lake 2026 program cover, day by day?+
Day 1: Theme: Advanced Fundamentals of Data Lake 2026 (Azure Data Lake, AWS S3, modeling). Day 2: Theme: Data Lake 2026 Ingestion and Transformation (Spark, Delta Lake, advanced ETL). Day 3: Theme: Data Lake 2026 Governance and Security (catalogs, IAM, compliance). Day 4: Theme: Advanced Analysis and BI for Data Lake 2026 (Power BI, optimized queries). Day 5: Theme: Data Lake 2026 Deployment and Optimization (scalability, monitoring, final projects). The Data Lake 2026 program runs over 5 days, delivered on site.
How is Data Lake 2026 training assessed?+
Assessment relies on daily quizzes on Data Lake concepts, group practical project with presentation and final evaluation of architecture deliverables. Learni issues a completion certificate together with the individual assessment report at the end of the Data Lake 2026 program, which an L&D team can file as evidence.
How much does Data Lake 2026 training cost per participant?+
Data Lake 2026 training costs $7,875 per participant. For an in-company team, the flat rate starts at $14,175 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 Lake 2026 training take?+
5 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 Lake 2026 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 Lake 2026 training?+
Confirmed experience in advanced SQL, ETL/ELT, data modeling and Business Intelligence tools such as Power BI or Tableau.
Is a certificate issued after Data Lake 2026 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 Lake 2026 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.
Your professional training, anywhere

Let's build your Data Lake learning path.

30 minutes with a learning advisor. No commitment. No sales pitch dressed up as a demo.

Reply within 24h · Vetted experts · USD invoicing · W-9 available
On-site & remote

Data Lake training in your city

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

Share in 2 clicks