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Training Delta Lake - Master ACID Data Lakes in Production

Ref: DOD263
10 people max.
5250 € HT / per person
−15% from 2 people−30% from 3 people−50% from 5 people
Pay in 3 installments · +$170/day onsite · +$500 with certification exam
5 journées
distanciel

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Learning objectives

  • Implement ACID transactions on Delta Lake for total reliability.
  • Leverage time travel for effective audits and rollbacks.
  • Optimize performance with Z-Ordering and data skipping.
  • Manage data governance via Unity Catalog.
  • Integrate Delta Lake with Spark, Kafka, and Databricks.
  • Deploy in production with monitoring and scalability.

The Learni story

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

Why this program matters

  • Without advanced Delta Lake, expose yourself to 40% data loss from non-ACID concurrent writes, query times multiplied by 8 without Z-Ordering, 60% storage overcosts due to neglected vacuum, impossible audits without time travel leading to GDPR fines up to 4% of revenue.

  • Lose 200 hours/year in manual debugging, impact your data ROI by -150%.

  • Master Delta Lake to eliminate these risks, accelerate insights x10, and secure your Big Data platform sustainably.

Allan Busi
Allan Busi

Learni Trainer · Expert

73%productivity gap
×3cost of inaction

Program

Module 1ACID Transactions and Schema: Reliable Evolution (Spark, Delta Lake, practical exercises)

Dive into Delta Lake's ACID transactions, configure tables with schema enforcement and automatic evolution, perform concurrent write exercises on Spark to simulate real business scenarios, generate your first deliverables like ready-to-use ACID tables, while mastering tools to avoid common data corruptions.

Module 2Time Travel and Vacuum: Version Management (Delta Lake, temporal queries, audit cases)

Master time travel to query data history, practice rollbacks on large datasets via Spark SQL, clean up with OPTIMIZE and VACUUM to control versions, apply to concrete regulatory audit cases, produce exploitable temporal reports that boost compliance and operational efficiency.

Module 3Advanced Optimizations: Z-Order and Data Skipping (Delta Lake, performance tuning, benchmarks)

Optimize your queries with Z-Ordering and data skipping on Delta Lake, test benchmarks on 1 TB data lakes, adjust compaction parameters to divide execution times by 5, perform hands-on exercises with Spark for measurable gains, deliver optimized tables ready for production.

Module 4Governance and Integrations: Unity Catalog (Delta Lake, Kafka, Databricks, security)

Integrate Delta Lake with Unity Catalog for fine-grained governance, configure pipelines with Kafka and Spark Streaming, secure access via ACL and tagging, practice end-to-end flows on real business cases, generate scalable architectures with deliverables like ready-to-deploy notebooks.

Module 5Production Deployment and Monitoring: Delta Lake Scalability (CI/CD, alerts, final project)

Deploy Delta Lake in production with CI/CD on Databricks, monitor via Ganglia and Prometheus, manage auto-scalability, conclude with a capstone project on a complete data lake, produce a concrete portfolio with dashboards and alerts ready to impress in interviews or teams.

Evaluation method

  • Continuous evaluation through practical exercises, advanced MCQs, and a final project on a real data lake.

Learning method

  • 70% hands-on practice, 30% applied theory, real business cases.

Methods, materials and delivery

The Training Delta Lake - Master ACID Data Lakes in Production 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.

Equipment required

For the smooth delivery of the Training Delta Lake - Master ACID Data Lakes in Production 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 Delta Lake - Master ACID Data Lakes in Production 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

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.

Verified reviews

What our learners

4.9 · +100 verified reviews
★★★★★

« cool, j'ai appris des trucs »

TomFormation AWS — Cloud Practitioner
★★★★★

« j'etais perdu au debut mais Ramy Saharaoui m'a pas laché, il a pris le temps. merci vraiment »

Eva CarpentierFormation LLM en Entreprise — Claude, ChatGPT, Mistral
★★★★★

« la formation dev etait intense mais grave bien. merci Anthony Khelil »

NolanDWWM - Développeur Web et Web Mobile
★★★★★

« 😊👍 »

AmbreDWWM - Développement Web & Mobile React
★★★★★

« bien 👍 »

Léo BlanchardFormation AWS — DevOps Engineer Professional
★★★★★

« Allan Busi t'es au top, continue comme ça. formation géniale »

MargotFormation Claude & ChatGPT — Comparatif et Cas d'Usage
★★★★★

« cool, j'ai appris des trucs »

TomFormation AWS — Cloud Practitioner
★★★★★

« j'etais perdu au debut mais Ramy Saharaoui m'a pas laché, il a pris le temps. merci vraiment »

Eva CarpentierFormation LLM en Entreprise — Claude, ChatGPT, Mistral
★★★★★

« la formation dev etait intense mais grave bien. merci Anthony Khelil »

NolanDWWM - Développeur Web et Web Mobile
★★★★★

« 😊👍 »

AmbreDWWM - Développement Web & Mobile React
★★★★★

« bien 👍 »

Léo BlanchardFormation AWS — DevOps Engineer Professional
★★★★★

« Allan Busi t'es au top, continue comme ça. formation géniale »

MargotFormation Claude & ChatGPT — Comparatif et Cas d'Usage
★★★★★

« cool, j'ai appris des trucs »

TomFormation AWS — Cloud Practitioner
★★★★★

« j'etais perdu au debut mais Ramy Saharaoui m'a pas laché, il a pris le temps. merci vraiment »

Eva CarpentierFormation LLM en Entreprise — Claude, ChatGPT, Mistral
★★★★★

« la formation dev etait intense mais grave bien. merci Anthony Khelil »

NolanDWWM - Développeur Web et Web Mobile
★★★★★

« 😊👍 »

AmbreDWWM - Développement Web & Mobile React
★★★★★

« bien 👍 »

Léo BlanchardFormation AWS — DevOps Engineer Professional
★★★★★

« Allan Busi t'es au top, continue comme ça. formation géniale »

MargotFormation Claude & ChatGPT — Comparatif et Cas d'Usage
Read all reviews
Our method

Training quality, guaranteed at every step

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.

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