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.
Learning objectives
- Master Apache Arrow 2026 for columnar in-memory processing in a professional context
- Develop certified skills in DevOps integration with CI/CD tools
- Configure Jenkins for optimised data pipelines using Apache Arrow
- Implement GitHub Actions with Arrow for fast data deployments
- Optimise enterprise data flows to reduce latencies
- Design scalable data architectures tailored to DevOps needs
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.
Program
Module 1Apache Arrow 2026 Fundamentals: Columnar Formats and Schemas (Python, Java Tools)
Discover the basics of Apache Arrow 2026 through practical exercises on columnar data structures, advanced schemas, and zero-copy APIs. Install essential libraries, manipulate real datasets to understand performance gains, and create your first optimised Arrow tables for DevOps pipelines. Each participant sets up a local environment, tests format conversions, and validates deliverables via automated checks.
Module 2Advanced Apache Arrow 2026: Compute and Streaming (Kernels, IPC, Batch Exercises)
Dive into Apache Arrow 2026 compute kernels for fast vectorised operations, explore IPC streaming for inter-process exchanges, and implement massive data batches. Through real enterprise cases, optimise SQL-like queries, integrate Flight extensions for RPC, and generate performance reports. Practical exercises include comparative benchmarks, ensuring immediate technical mastery for your DevOps projects.
Module 3Apache Arrow 2026 CI/CD Integration: Jenkins Pipelines (Data Workflows, Unit Tests)
Configure Jenkins pipelines leveraging Apache Arrow 2026 for automated data processing, integrate schema validation and distributed compute stages. Develop freestyle jobs and Pipeline-as-Code, test continuous data flows with large datasets, and deploy Arrow artefacts to cloud stores. Practical workshops simulate real enterprise scenarios, producing monitoring dashboards to evaluate build efficiency.
Module 4GitHub Actions Automation with Apache Arrow 2026: Data Workflows (Secrets, Matrices, Caching)
Master GitHub Actions with Apache Arrow 2026 for serverless data workflows, configure multi-environment test matrices, manage Arrow dataset caching to speed up runs. Implement custom actions for compute and streaming, integrate secrets for secure data access, and automate Arrow model releases. Concrete DevOps use cases guide participants to deployable deliverables, focusing on scalability and reliability.
Module 5Final Project Apache Arrow 2026: End-to-End DevOps (Global Optimisation, Certification)
Consolidate learning in a capstone project: design a complete DevOps pipeline combining Jenkins, GitHub Actions, and Apache Arrow 2026 for high-performance ETL. Optimise for production with monitoring, fault-tolerance, and scaling, test on real enterprise datasets. Present deliverables, receive expert feedback, and validate certifying skills. This day reinforces expertise for immediate enterprise application.
Evaluation method
- Daily interactive quizzes on Apache Arrow 2026 concepts
- DevOps case studies with real CI/CD pipelines
- Final graded and Qualiopi certifying project
Learning method
- 80% hands-on practical exercises
- Real cases from leading DevOps companies
- Personalised pedagogical support in small groups
- Post-training resources for skill retention
Methods, materials and delivery
The Training Apache Arrow 2026 - Optimising Data DevOps Pipelines 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 Apache Arrow 2026 - Optimising Data DevOps 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 Apache Arrow 2026 - Optimising Data DevOps 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
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
★★★★★
« cool, j'ai appris des trucs »
★★★★★
« j'etais perdu au debut mais Ramy Saharaoui m'a pas laché, il a pris le temps. merci vraiment »
★★★★★
« la formation dev etait intense mais grave bien. merci Anthony Khelil »
★★★★★
« 😊👍 »
★★★★★
« bien 👍 »
★★★★★
« Allan Busi t'es au top, continue comme ça. formation géniale »
★★★★★
« cool, j'ai appris des trucs »
★★★★★
« j'etais perdu au debut mais Ramy Saharaoui m'a pas laché, il a pris le temps. merci vraiment »
★★★★★
« la formation dev etait intense mais grave bien. merci Anthony Khelil »
★★★★★
« 😊👍 »
★★★★★
« bien 👍 »
★★★★★
« Allan Busi t'es au top, continue comme ça. formation géniale »
★★★★★
« cool, j'ai appris des trucs »
★★★★★
« j'etais perdu au debut mais Ramy Saharaoui m'a pas laché, il a pris le temps. merci vraiment »
★★★★★
« la formation dev etait intense mais grave bien. merci Anthony Khelil »
★★★★★
« 😊👍 »
★★★★★
« bien 👍 »
★★★★★
« Allan Busi t'es au top, continue comme ça. formation géniale »
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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