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Training Airflow Advanced - Orchestrate Complex Data Pipelines Efficiently

Ref: ZIW793
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
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EDF
Ubisoft
Microsoft
Aptar
ArcelorMittal
Equans
EDF
Ubisoft
Microsoft
Aptar
ArcelorMittal
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Learning objectives

  • Design complex DAGs with dynamic dependencies
  • Develop custom operators and personalized sensors
  • Optimize Airflow performance and scaling
  • Implement advanced monitoring with alerting
  • Integrate Airflow with Kubernetes and CeleryExecutor
  • Manage errors and retries in production
  • Deploy and secure Airflow clusters
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 advanced Airflow mastery, 40% of data pipelines fail daily, causing 20h/week losses per engineer in manual debugging.

  • Processing delays cost up to 50k€/month in missed opportunities for data-driven companies.

  • Poorly managed scaling triggers 8h peak downtimes, exposing sensitive data leaks.

  • Lack of advanced monitoring triples undetected incidents, risking GDPR compliance audits.

  • Invest now to avoid these pitfalls and boost data ROI by 300% through smooth orchestration.

Allan BUSI
Allan BUSI

Learni trainer · AI expert

73%productivity gap
×3cost of inaction

Program

Module 1Advanced DAGs: Dynamic Dependencies and XComs (Airflow CLI, Jinja2)

Dive into creating multi-task dynamic DAGs, manipulate XComs to pass data between tasks, use Jinja2 for advanced templating, perform exercises on real ETL pipelines, produce your first complex production-ready DAGs, while debugging via the Airflow web interface.

Module 2Custom Operators and Sensors: Extending Airflow (Python, Hooks)

Develop your own operators and sensors in pure Python, integrate Hooks for external APIs like S3 or BigQuery, test on concrete data ingestion cases, generate reusable modular deliverables, optimize code with BranchPythonOperator, experience the thrill of customizing Airflow to your business needs.

Module 3Performance and Scaling: CeleryExecutor, Kubernetes (Helm, config)

Configure CeleryExecutor for massive parallelism, deploy on Kubernetes via Helm charts, scale workers and schedulers, simulate high loads with exercises on 1000+ tasks, measure performance gains, produce an operational scalable cluster, master bottlenecks for intensive data pipelines.

Module 4Monitoring, Security and Production: Alerting, RBAC (Prometheus, Grafana)

Install monitoring with Prometheus and Grafana for custom dashboards, configure RBAC and secrets backend, implement advanced retries and SLAs, test on real failure scenarios, deploy in secure production, deliver a complete playbook, leave with expertise to maintain reliable 24/7 Airflow environments.

Evaluation method

  • Continuous evaluation via practical exercises, technical quizzes, final project on a complete pipeline.

Learning method

  • 70% hands-on with real cases, 30% applied theory, individualized exercises.

Methods, materials and delivery

The Training Airflow Advanced - Orchestrate Complex Data Pipelines Efficiently 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 Training Airflow Advanced - Orchestrate Complex Data Pipelines Efficiently 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 Airflow Advanced - Orchestrate Complex Data Pipelines Efficiently 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 Training Airflow Advanced - Orchestrate Complex Data Pipelines Efficiently training cost?+
The price is $4,620 (USD) per participant. A detailed quote is sent within one business day.
How long is the Training Airflow Advanced - Orchestrate Complex Data Pipelines Efficiently 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?+
Advanced Python proficiency, basic Airflow knowledge, SQL and databases, Linux and Docker.
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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