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Training Delta Lake - Reliable and ACID Data Lakes in 3 Days

Ref: DZR497
10 people max.
$3,780 HT / per person
−15% from 2 people−30% from 3 people−50% from 5 people
Pay in 3 installments · +$180/day onsite · +$540 with certification exam
3 days
Remote

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Learning objectives

  • Understand the foundational principles of Delta Lake for reliable data lakes.
  • Install and configure Delta Lake with Spark in a local environment.
  • Create and manipulate Delta tables with ACID operations.
  • Manage versions, time travel, and schema evolution.
  • Optimize performance via Z-Order and vacuum.
  • Integrate Delta Lake into real Spark pipelines.

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 traditional data lakes become unusable within 2 years due to data corruption and duplication, costing 40% more time in ETL debugging, according to Gartner.

  • Are you risking 100k€/year financial losses on rework?

  • 10x slower queries impacting your business dashboards?

  • Train now to avoid these pitfalls: secure your data assets today, gain ACID without migrating to expensive data warehouses, and scale confidently to petabyte.

Allan Busi
Allan Busi

Learni Trainer · Expert

73%productivity gap
×3cost of inaction

Program

Module 1Introduction to Delta Lake: Installation and First Tables (Spark, Python)

Dive into Delta Lake from the morning with a quick Spark and Delta installation, test your first Python scripts to create Delta tables, manipulate Parquet data via practical exercises, explore the _delta_log metadata live, produce your first deliverable: a functional Delta table with upsert, and end with a concrete basic data lake case, motivating for the rest.

Module 2ACID Transactions and Advanced Management: MERGE, Time Travel (Spark SQL)

Master ACID transactions by simulating Spark failures to see resilience, practice MERGE on large datasets, time travel to restore versions, manage schema evolution via interactive exercises, generate data quality reports, apply to a real ETL pipeline, and validate with a deliverable: Delta table with version history, boosting your immediate confidence.

Module 3Optimization and Integration: Z-Order, Vacuum, Pipelines (Spark Streaming)

Optimize your queries via Z-Order and compaction on real datasets, clean with VACUUM and OPTIMIZE in practical sessions, integrate Delta Lake with Spark Streaming for real-time streams, test scalability on simulated clusters, analyze performance before/after, produce a complete pipeline as final deliverable, and leave with ready-to-deploy templates, transforming your data projects into reliable successes.

Evaluation method

  • Continuous evaluation through practical exercises and interactive quizzes.
  • Final project: functional Delta Lake pipeline.
  • Personalized feedback at the end of the session.

Learning method

  • 70% hands-on practice on Jupyter and Databricks Community.
  • Real case studies from Fortune 500 companies.
  • 6-month video replay access.

Methods, materials and delivery

The Training Delta Lake - Reliable and ACID Data Lakes in 3 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 and ACID Data Lakes in 3 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 and ACID Data Lakes in 3 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

Registration is possible up to 48 business hours before the start of training. All our programs are eligible for corporate training budgets and employer-funded plans.

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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