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Databricks Training - Master Large-Scale Data Pipelines

Ref: CJT497
10 people max.
From $4,620 HT / per person
On-site on request · +$540 with certification exam
4 days
Remote

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Equans
EDF
Ubisoft
Microsoft
Aptar
ArcelorMittal
Equans
EDF
Ubisoft
Microsoft
Aptar
ArcelorMittal
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EDF
Ubisoft
Microsoft
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ArcelorMittal
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Learning objectives

  • Set up a Databricks workspace for scalable projects
  • Develop ETL pipelines with Delta Lake and Spark
  • Optimize Spark job performance in clusters
  • Integrate machine learning with MLflow
  • Automate workflows via Databricks Workflows
  • Analyze real-time data with Structured Streaming
A child walking to school with a backpack
Our social commitment

A school kit donated to a child for every training

To fight inequalities in access to education, Learni donates a complete school kit to a child in need for every training booked. You build your skills, a child heads back to school.

  • Backpack, notebooks and essential supplies
  • Distributed through our partner charities
  • Included, at no extra cost to you

The Learni story

Founded by engineers and learning experts, Learni's mission is to make high-impact tech training accessible to teams everywhere. We work remotely with organizations across the US and Canada, in your time zone, to help teams upskill fast.

Don't let this gap widen

Why this program matters

  • Without mastering Databricks, your data pipelines stagnate, leading to skyrocketing cloud costs up to 40% higher due to poor Spark cluster optimization.

  • 70% of big data projects fail due to lack of scalability, wasting weeks on manual debugging and missing critical business opportunities.

  • Imagine real-time analyses stalled, undeployable ML models, and teams frustrated by outdated tools.

  • With data volumes doubling annually, falling behind means missing 25% of potential revenue from actionable insights.

  • Our alumni reduce processing times by 60% in the first month, avoiding these costly pitfalls and boosting data ROI immediately.

Allan BUSI
Allan BUSI

Learni trainer · AI expert

73%productivity gap
×3cost of inaction

Program

Module 1Databricks Fundamentals: Installation and Collaborative Notebooks (Spark, Delta Lake)

Dive into the Databricks universe by creating your first workspace, configure interactive Spark clusters, write notebooks in Python and SQL to explore massive datasets, complete hands-on exercises on Delta Lake to manage ACID tables, produce your first deliverables like an interactive dashboard, and discover tips for seamless team collaboration.

Module 2Data Engineering: Advanced ETL Pipelines (Delta Live Tables, Spark SQL)

Build robust ETL pipelines with Delta Live Tables, process large data streams using Spark SQL and DataFrames, apply complex transformations on real-world cases like IoT log ingestion, test data quality in real-time, generate automated reports, and validate your skills with a complete ETL project to take away.

Module 3Machine Learning and Streaming: MLflow, Structured Streaming (Models, Jobs)

Deploy ML models with MLflow by logging experiments and artifacts, integrate Structured Streaming to analyze real-time data like Kafka streams, train ML pipelines on GPU clusters, monitor performance live, collaborate on shared runs, and produce a production-ready predictive model.

Module 4Optimization and Automation: Workflows, Cluster Tuning (Best Practices, Security)

Master Databricks Workflows to orchestrate multi-step jobs, optimize clusters with Auto Scaling and Photon Engine, apply tuning techniques on real benchmarks, secure environments with Unity Catalog, simulate production deployments, and conclude with a complete case study and certifiable final deliverable.

Evaluation method

  • Daily interactive quizzes, daily practical projects, internal Databricks certification

Learning method

  • Hands-on workshops, real business cases, personalized coaching in small groups

Methods, materials and delivery

The Databricks Training - Master Large-Scale Data Pipelines program is delivered onsite or remote (blended-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 Training - Master Large-Scale 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 Training - Master Large-Scale 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

Registration is possible up to 48 business hours before the start of training. All our programs are built for corporate L&D budgets and delivered onsite or remotely.

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.

FAQ

Frequently asked questions

How much does the Databricks Training - Master Large-Scale Data Pipelines training cost?+
The individual price is $4,620 (USD). The team / on-site group package is shown on the course page. A detailed quote is sent within one business day.
How long is the Databricks Training - Master Large-Scale Data Pipelines training?+
The training lasts 4 journées, available live online (US time zones) or on-site at your offices.
How is this training paid for?+
Most US teams pay directly through their company (L&D or training budget). We invoice in US dollars and accept bank transfer (ACH/wire) or card, with volume pricing for teams. A purchase order is welcome.
Are there any prerequisites?+
Basics in Python or SQL, knowledge of Spark, experience with large-scale data processing.
Is a certificate delivered at the end?+
Yes. A Learni completion certificate is issued, along with the individual evaluation report.
Does Learni provide the equipment?+
No. A computer and stable internet connection are required for the participant. Learni provides the educational platform, the trainer and all course materials.
On-site & remote

This training across cities

Available on-site and remotely. Pick your city to see the local training center.

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