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Training Trino - Optimizing SQL Queries on Big Data

Ref: DFO641
10 people max.
5600€ 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

  • Master Trino's distributed architecture for scalable professional environments
  • Optimize complex queries on petabytes of data with certifiable skills
  • Configure advanced Trino connectors for enterprise multi-source integration
  • Implement security and monitoring for Trino in production clusters
  • Develop high-performance SQL pipelines for real-time enterprise analytics
  • Deploy Trino on cloud with cost optimization and high availability
  • Analyze and tune Trino performance to reduce execution times

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 this upskilling, your team accumulates a technological gap that translates directly into productivity loss.

  • Organizations that don't train their talents on key topics see their competitiveness drop.

  • Every quarter without training is a gap widening with competitors who invest.

  • The cost of inaction quickly exceeds that of well-targeted training.

Allan Busi
Allan Busi

Learni Trainer · Expert

73%productivity gap
×3cost of inaction

Program

Module 1Trino Architecture: Deployment and Advanced Cluster Configuration (Docker, Kubernetes, Connectors)

Dive into expert Trino installation on distributed clusters, configure coordinator and worker nodes with Docker and Kubernetes for immediate scalability, integrate initial connectors to S3, HDFS, and Kafka via practical exercises on real enterprise datasets, test high availability by simulating failures, produce a functional production-ready cluster with basic monitoring enabled, leverage your skills by generating initial performance reports.

Module 2Trino Query Optimization: Partitioning, Bucketing, and SQL Tuning (Explain Plans, CBO)

Analyze Trino execution plans with EXPLAIN and Visualizer to identify bottlenecks, apply dynamic partitioning and bucketing on massive tables via Hive connector, optimize distributed joins and aggregations on petabytes with exercises on real e-commerce logs, activate Cost-Based Optimizer for 50% speed gains, generate ultra-performant queries tested live, document your optimizations for team replication, transform your skills into immediate business assets.

Module 3Trino Integrations: Multi-Sources and Advanced Pipelines (Kafka, Elasticsearch, Delta Lake)

Connect Trino to hybrid ecosystems like Kafka for live SQL streaming, Elasticsearch for full-text search, Delta Lake for ACID transactions, perform complex ETL via Federated Queries on concrete enterprise IoT cases, automate pipelines with Airflow and Trino CLI, test fault-tolerance on extreme volumes, produce interactive dashboards via Superset integration, master modern data flows for unified analytics, boost your employability with production-ready deliverables.

Module 4Trino Security and Monitoring: RBAC, Observability, and Production Tuning (Prometheus, Grafana)

Implement advanced RBAC with Ranger and LDAP for granular secure access, configure comprehensive monitoring via Prometheus, Grafana, and Trino UI on live clusters, analyze CPU/RAM/network metrics for auto-scaling, simulate attacks and tune for GDPR compliance, deploy to production with CI/CD GitHub Actions, generate proactive alerts and audit reports, consolidate your certifiable expertise for critical missions, conclude with an optimized red thread project demonstrating concrete enterprise ROI.

Evaluation method

  • Expert MCQ to validate acquired knowledge at the end of the training
  • Continuous evaluation through real query optimization
  • Defense of a personalized Trino cluster before the trainer

Learning method

  • Courses led by a production Trino expert trainer
  • Practical exercises on enterprise big data datasets
  • Progressive red thread project over 4 days with code review
  • Complete course materials and advanced Trino resources

Methods, materials and delivery

The Training Trino - Optimizing SQL Queries on Big Data 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 Trino - Optimizing SQL Queries on Big Data 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 Trino - Optimizing SQL Queries on Big Data 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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