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.
Trusted by — schools, companies and industrial groups
Learning objectives
- Configure optimized Databricks clusters for the enterprise
- Optimize Spark job performance at large scale
- Implement Delta Lake for reliable data governance
- Deploy ML pipelines with MLflow and Unity Catalog
- Secure workspaces and manage advanced access
- Automate workflows with Databricks Jobs and APIs
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 advanced Databricks mastery, your Big Data pipelines collapse under load, leading to 20-50% performance losses and inflated cloud costs up to 40k€/year.
Data engineers waste weeks on failed optimizations, Data Scientists see their ML models fail in production, exposing the company to GDPR non-compliance risks (fines >4% revenue).
70% of Spark projects without Delta Lake suffer data corruptions, blocking critical business decisions.
Don't let your competitors scale 10x faster.
Program
Module 1Clusters and Optimization: Advanced Configuration (Spark, Autoscaling, Monitoring Tools)
Dive into high-performance cluster configuration, test autoscaling on massive datasets, analyze metrics with Ganglia and Spark UI, perform practical exercises to reduce costs by 30%, create your first optimized notebooks, while mastering best practices for infinite scalability.
Module 2Data Pipelines: Delta Lake and Processing (Advanced ETL, ACID Transactions)
Build robust pipelines with Delta Lake, implement ACID transactions on terabytes of data, optimize merges and upserts through real enterprise cases, generate deliverables like versioned Delta tables, experiment with time travel for quick audits, boost your productivity with ultra-fast queries.
Module 3Advanced Machine Learning: MLflow and Models (Tracking, Serving, Unity Catalog)
Deploy end-to-end ML models with MLflow, track experiments and hyperparameters on real datasets, serve models in production via MLflow Model Registry, integrate Unity Catalog for centralized governance, produce automated reports, transform your ML projects into scalable enterprise-ready solutions.
Module 4Security and Automation: Jobs, APIs, Governance (Secure Workspaces, CI/CD)
Secure your workspaces with RBAC and encryption, automate Databricks jobs via REST APIs, integrate CI/CD with Git, simulate data mesh governance scenarios, generate orchestrated workflows, leave with deploy-ready scripts, master GDPR compliance for zero-risk environments.
Evaluation method
- Daily technical quizzes, evaluated practical projects, internal certification
Learning method
- 99% hands-on with interactive notebooks, real-world case studies from Fortune 500 companies
Methods, materials and delivery
The Advanced Databricks Training - Optimize Your Big 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 Advanced Databricks 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 Advanced Databricks 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
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.
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.
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.
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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FAQ
Frequently asked questions
How much does the Advanced Databricks Training - Optimize Your Big Data Pipelines training cost?+
The individual price is $4,620, and the team / on-site price is $8,085 (USD). A detailed quote is sent within one business day.
How long is the Advanced Databricks Training - Optimize Your Big 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?+
Mastery of Spark, Python or Scala, advanced SQL, Databricks basics
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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