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Databricks Expert Training - Optimize Your Big Data Pipelines

Ref: FZH553
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

  • Configure high-performance Databricks clusters to scale workloads
  • Implement Unity Catalog for advanced data governance
  • Optimize Delta Lake with ACID transactions and Z-ordering
  • Deploy ML models via MLflow to production
  • Master job workflows and Delta Live Tables for automation
  • Analyze performance with Ganglia and tune resources
  • Integrate Databricks into hybrid ecosystems for real-world 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 expert mastery of Databricks, your Spark pipelines slow down by 40% in production, generating 200k€ in annual engineer time losses.

  • Non-optimized Delta tables explode your S3 costs by 60%, exposing you to data leaks via faulty governance – 70% of 2023 data engineering breaches linked to this.

  • ML scaling fails without MLflow, capping AI ROI at <20%.

  • Competitors with Unity Catalog handle 10x more volume without crashes.

  • Are you risking obsolescence against agile teams that deploy in hours what takes you weeks?

  • Invest now to avoid these costly pitfalls.

Fouzi Benzidane
Fouzi Benzidane

Learni Trainer · Expert

73%productivity gap
×3cost of inaction

Program

Module 1Databricks Architecture: Advanced Clusters and Scaling (Spark, Photon, Monitoring Tools)

Dive into configuring auto-scaling clusters with Photon to accelerate SQL queries by 10x, test practical exercises on massive workloads, analyze real-time Ganglia metrics, create your first optimized notebooks, and produce a deliverable: a high-availability cluster deployed and benchmarked to boost your pipelines from day one.

Module 2Unity Catalog: Data Governance and Security (Catalogs, Tags, ACL)

Master Unity Catalog to centralize multi-tenant governance, configure fine-grained ACLs and automated tags, simulate GDPR compliance scenarios via interactive workshops, migrate existing metadata, generate audit reports, and leave with a secure catalog ready to integrate your critical data flows.

Module 3Delta Lake Expert: Optimization and Advanced Features (Z-ordering, Vacuum, Time Travel)

Optimize your Delta tables with Z-ordering and liquid clustering for 100x faster queries, practice time travel on real datasets, clean up with OPTIMIZE and VACUUM, test scalable merges, build an end-to-end pipeline, and validate a deliverable: a high-performance Delta table reducing your storage costs by 50%.

Module 4MLflow and MLOps: Scaling ML on Databricks (Tracking, Serving, Feature Store)

Deploy end-to-end models with MLflow, track experiments and metrics, serve via Model Serving, integrate Feature Store for reuse, experiment on large datasets, automate staging-to-production promotions, and produce a production-ready deployed model to scale your ML ops without downtime.

Module 5Advanced Workflows and Global Optimization (Delta Live Tables, Jobs, Use Cases)

Automate with Delta Live Tables and Jobs Scheduler for resilient pipelines, tune performance on real cases like real-time ETL, integrate monitoring and alerting, resolve bottlenecks via challenging exercises, finalize a complete capstone project, and gain autonomy to transform your data ops into a well-oiled machine.

Evaluation method

  • Daily technical quizzes, hands-on projects per day, final exam on real business case, personalized feedback.

Learning method

  • 100% hands-on with live Databricks notebooks, collaborative workshops, real business cases, unlimited access to recordings.

Methods, materials and delivery

The Databricks Expert Training - Optimize Your Big Data Pipelines 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 Databricks Expert Training - Optimize Your Big Data Pipelines 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 Databricks Expert Training - Optimize Your Big Data Pipelines 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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