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Training Azure Pipelines - Automating Data CI/CD Pipelines

Ref: NPZ578
10 people max.
From $5,775 HT / per person
On-site on request · +$540 with certification exam
5 days
Remote

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

  • Master the fundamentals of Azure Pipelines for professional certifying training
  • Develop simple CI/CD pipelines tailored to enterprise data flows
  • Configure agents and environments for immediate operational skills
  • Implement integrations with data tools like Spark to optimize workflows
  • Design robust YAML pipelines for increased productivity
  • Optimize data deployments and ensure traceability of acquired skills
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 mastery of Azure Pipelines, 70% of data projects suffer deployment delays of more than 2 weeks, according to Gartner, resulting in estimated losses of 100k€ per incident for SMEs.

  • Manual pipelines generate 40% human errors, blocking real-time data analysis and exposing critical security leaks.

  • Your career stagnates without modern CI/CD skills, while the company loses competitiveness against data-driven leaders.

  • Invest now to secure your data flows and boost your professional value.

Nawfel ABED
Nawfel ABED

Learni trainer · Cybersecurity expert

73%productivity gap
×3cost of inaction

Program

Module 1Azure Pipelines Fundamentals: Azure DevOps Configuration and First Pipelines (Agents, Basic YAML)

Discover Azure DevOps and create your first pipeline via the graphical interface, configure self-hosted or Microsoft-hosted agents, perform practical exercises on simple builds for data applications, test Git triggers to automate commits, produce a functional deliverable with a build report, consolidate your learning through a concrete enterprise ETL case.

Module 2Azure Pipelines YAML: Advanced Scripting and Variables (Templates, Conditions)

Dive into YAML authoring for declarative pipelines, define custom stages, jobs, and steps, integrate variables and secrets to secure data flows, practice if/else conditions on real datasets, deploy a multi-environment pipeline (dev/staging/prod), generate Docker artifacts for data processing, apply to an ETL scenario with detailed logs.

Module 3Azure Pipelines Integrations: Spark and Data Tools (ETL Tasks, Publishing)

Integrate Apache Spark into your pipelines for distributed processing, configure Maven/Gradle tasks for Spark job builds, chain with Kafka for data streaming via Azure connectors, run exercises on large datasets, publish to Azure Data Lake or Blob Storage, test resilience with automated retries, deliver a fully operational complete ETL pipeline.

Module 4Azure Pipelines Orchestration: Airflow and Multi-Pipelines (Dependencies, Approvals)

Orchestrate with Airflow integrated via Azure Pipelines operators, manage dependencies between data pipelines for complex workflows, implement approval gates and quality checks, practice on real Kafka-Spark-Airflow cases, monitor via Azure Boards dashboards, optimize costs with elastic agent pools, produce an Airflow DAG synchronized with your main pipeline.

Module 5Optimization and Deployment of Azure Pipelines: Monitoring, Data Scaling (Best Practices)

Optimize performance with caching and parallelism for large data volumes, integrate Azure Monitor and alerts, scale agents for ETL peaks, apply RBAC security best practices and SAST scans, deploy a capstone project integrating Spark-Kafka-Airflow, review common errors via live troubleshooting, obtain a company-ready portfolio with skills certification.

Evaluation method

  • Daily interactive quizzes on Azure Pipelines concepts
  • Final project: complete Spark-Kafka ETL pipeline deployed
  • Practical assessment by trainer with personalized feedback

Learning method

  • 70% hands-on with real exercises on enterprise datasets
  • Concrete Data Engineering use cases for immediate application
  • Beginner-adapted pedagogical method with visual aids
  • 3-month post-training support via dedicated platform

Methods, materials and delivery

The Training Azure Pipelines - Automating Data CI/CD 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 Training Azure Pipelines - Automating Data CI/CD 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 Training Azure Pipelines - Automating Data CI/CD 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 Training Azure Pipelines - Automating Data CI/CD Pipelines training cost?+
The price is $5,775 (USD) per participant. A detailed quote is sent within one business day.
How long is the Training Azure Pipelines - Automating Data CI/CD Pipelines training?+
The training lasts 5 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?+
Basic programming knowledge in Python or Java, familiarity with Git, and elementary continuous deployment concepts
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

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