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Training Delta Lake - Reliable ACID Data Lakes in 4 Days

Ref: AQB482
10 people max.
4200 € 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
4 journées
distanciel

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Learning objectives

  • Understand the ACID principles of Delta Lake
  • Install and configure Delta Lake with Spark
  • Manipulate Delta tables via SQL and Python
  • Master time travel and reliable transactions
  • Optimize data lake performance
  • Integrate Delta Lake into ETL pipelines
  • Apply Delta to real-world use cases

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 Delta Lake, 70% of data lakes suffer from invisible corruptions (Gartner 2023), leading to losses of 20-30% of critical data and reconstruction costs multiplied by 4.

  • ETL pipeline downtimes affect 45% of companies, with weeks-long analytical delays and GDPR fines up to 4% of revenue.

  • Degraded performance inflates cloud bills by 50%, blocking business insights.

  • Master Delta Lake to eliminate these risks, ensure ACID at scale, and gain 3x reliability from the first project.

Fouzi Benzidane
Fouzi Benzidane

Learni Trainer · Expert

73%productivity gap
×3cost of inaction

Program

Module 1Introduction to Delta Lake: ACID principles, architecture and installation (Spark, Delta CLI)

Dive into the foundations of ACID for data lakes, install Delta Lake on Spark live, configure your first tables through practical exercises, explore the architecture with interactive diagrams, test reliable reads/writes on real datasets, and visualize the difference with classic data lakes to boost your immediate confidence.

Module 2Manipulating Delta Tables: SQL, Python, evolving schemas (PySpark, Delta APIs)

Manipulate Delta tables in SQL and Python, manage schema evolutions without downtime via guided exercises, integrate MERGE for efficient upserts, analyze metadata with Delta CLI, process large datasets in simulations, and produce your first reliable reports to feel the power of transactional capabilities daily.

Module 3Time Travel and Transactions: versioning, audits (Z-Order, OPTIMIZE)

Master time travel for historical queries, perform audits via Delta versions in practical workshops, apply Z-Order and OPTIMIZE on data warehouse cases, manage vacuum for automatic cleanup, simulate rollbacks on real incidents, and optimize storage costs by up to 50% for scalable and secure data lakes.

Module 4ETL Pipelines and Optimization: integration, monitoring (Spark Streaming, project deliverables)

Build end-to-end ETL pipelines with Delta, integrate Spark Streaming for real-time streams, monitor performance via Delta metrics, deploy complete projects on AWS/Azure clouds, test scalability on simulated terabytes, and finalize with ready-to-use deliverables to transform your Big Data workflows starting tomorrow.

Evaluation method

  • Interactive quizzes, practical exercises, final project, Qualiopi certification

Learning method

  • 40% theory, 60% practice on real cases and labs

Methods, materials and delivery

The Training Delta Lake - Reliable ACID Data Lakes in 4 Days 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 - Reliable ACID Data Lakes in 4 Days 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 - Reliable ACID Data Lakes in 4 Days 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

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Léo BlanchardFormation AWS — DevOps Engineer Professional
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« 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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