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.
Describe your need, get a tailored program and a pre-filled quote in 3 min. A 100% free call with an advisor.
Founded by passionate learning and innovation experts, Learni's mission is to make professional training accessible to everyone, anywhere in the world. Our team operates in major hubs — London, New York, Boston — and internationally, to support talents and organizations in upskilling.
Don't let this gap widen
Without this upskilling, your team accumulates a technological gap that translates directly into productivity loss.
Organizations that don't train their talents on key topics see their competitiveness drop.
Every quarter without training is a gap widening with competitors who invest.
The cost of inaction quickly exceeds that of well-targeted training.
Discover the evolution of data lakes toward 2026 with a focus on ACID formats like Delta Lake and Iceberg, install Spark environments on AWS S3 cloud, model bronze/silver/gold zones through practical exercises, analyze massive 1 TB datasets, configure optimized partitioning, produce evolving schemas, test batch ingestion in groups to validate the solid foundations of your scalable data lake.
Dive into real-time streams with Kafka and Spark Streaming for Data Lake 2026, develop automated ELT pipelines on Databricks, integrate various IoT sources, apply complex transformations via advanced SQL and PySpark, monitor performance with Grafana, resolve critical latency cases, generate deliverables like operational dashboards, consolidate your professional skills in enterprise streaming data.
Master advanced governance for Data Lake 2026 by implementing Unity Catalog on Databricks, configure fine-grained RBAC access and automatic lineage, integrate Collibra for semantic cataloging, handle GDPR-compliant sensitive data, perform audits through simulated exercises, optimize data quality with Great Expectations, produce compliance reports, strengthen your certifying skills in secure professional data management.
Optimize your Data Lake 2026 with AI/ML integration via SageMaker and Ray, deploy autoML models on lake datasets, scale queries with Photon engine, benchmark cloud vs on-prem costs, resolve bottlenecks via Z-order tuning, develop a capstone project on a real client case, validate via peer review, obtain an attestation of advanced mastery to boost your career in enterprise data engineering.
The Training Data Lake 2026 - Architecting Scalable Data Lakes program is delivered onsite or remote (blended-learning, e-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.
For the smooth delivery of the Training Data Lake 2026 - Architecting Scalable Data Lakes program, the following equipment is required:
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.
Assessment of skills acquired during the Training Data Lake 2026 - Architecting Scalable Data Lakes program is performed through:
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.
Learni programs are available inter-company and intra-company, onsite or remote. Enrollments are possible up to 48 business hours before the program starts. Our programs are eligible for corporate funding paths. Contact us to discuss your training project and funding options.
« cool, j'ai appris des trucs »
« j'etais perdu au debut mais Ramy Saharaoui m'a pas laché, il a pris le temps. merci vraiment »
« la formation dev etait intense mais grave bien. merci Anthony Khelil »
« 😊👍 »
« bien 👍 »
« Allan Busi t'es au top, continue comme ça. formation géniale »
« cool, j'ai appris des trucs »
« j'etais perdu au debut mais Ramy Saharaoui m'a pas laché, il a pris le temps. merci vraiment »
« la formation dev etait intense mais grave bien. merci Anthony Khelil »
« 😊👍 »
« bien 👍 »
« Allan Busi t'es au top, continue comme ça. formation géniale »
« cool, j'ai appris des trucs »
« j'etais perdu au debut mais Ramy Saharaoui m'a pas laché, il a pris le temps. merci vraiment »
« la formation dev etait intense mais grave bien. merci Anthony Khelil »
« 😊👍 »
« bien 👍 »
« Allan Busi t'es au top, continue comme ça. formation géniale »
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.
Each trainer is validated on three criteria: hands-on field expertise, proven pedagogy and alignment with your industry.
30-minute video call between you and the selected trainer to validate the fit, adjust content and clear any final doubts.
No recycled slides. The syllabus is reworked from your real cases: tools, constraints, vocabulary, ongoing projects.
Live evaluations, 30/90/180-day check-ins and a consolidation plan. If the impact misses the mark, we rework it.
A simple promise: you don't pay to discover the trainer on day one. Everything is validated upfront, by you.
Cartographie & SIGIndustry-certified
Cartographie & SIGIndustry-certified
Cartographie & SIGIndustry-certified
Cartographie & SIGIndustry-certified
Cartographie & SIGIndustry-certified
Cartographie & SIGIndustry-certified
Design GraphiqueIndustry-certified
Design GraphiqueIndustry-certified
Design GraphiqueIndustry-certified
Design GraphiqueIndustry-certified
Design GraphiqueIndustry-certified
Design GraphiqueIndustry-certified
Développement WebIndustry-certified
Développement WebIndustry-certified
Développement WebIndustry-certified
Développement WebIndustry-certified
Développement WebIndustry-certified
Développement WebIndustry-certified
Visualisation de DonnéesIndustry-certified
Visualisation de DonnéesIndustry-certified
Visualisation de DonnéesIndustry-certified
Visualisation de DonnéesIndustry-certified
Visualisation de DonnéesIndustry-certified
Visualisation de DonnéesIndustry-certified30 minutes with a learning advisor. No commitment. No sales pitch dressed up as a demo.