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.
1 seat held for the next session
30:00Held for another
Request a call back and an advisor reaches you within 24 business hours, Monday to Saturday.
Training Apache Arrow - Optimize high-performance big data pipelines
Trusted by — schools, companies and industrial groups
Every program built with a dedicated engineer
Learning objectives
- Master Apache Arrow for ultra-fast columnar data processing in the enterprise
- Develop high-performance data pipelines with PyArrow and Arrow Flight
- Implement certified Apache Arrow integrations with Spark and Dask
- Optimize professional storage and transfer of massive datasets
- Design scalable big data workflows using 2026 features
- Deploy Apache Arrow solutions in production for performance gains
- Acquire expert skills in data engineering interoperability
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 Apache Arrow, data pipelines lose 70% in processing speed, generating 50k€ in unnecessary costs per annual project from oversized infrastructure.
Data teams waste 40% of time on slow conversions, causing critical delays in real-time analytics and 25% losses in business opportunities.
In 2026, 82% of big data companies require Arrow to scale, sidelining non-expert profiles and risking career obsolescence.
Every quarter without Arrow skills widens a fatal competitive gap, with data incidents multiplied by 3.
Program
Module 1Apache Arrow Architecture: Implement columnar format and PyArrow (IPC tools, Plasma, pipeline exercises)
Dive into Apache Arrow's in-memory architecture to accelerate data processing, install PyArrow and configure columnar schemas suited to enterprise use cases, manipulate massive datasets via Arrow IPC for zero-copy exchanges, perform practical exercises on Pandas-to-Arrow conversion with memory optimization, develop a first columnar ETL pipeline on real data, produce benchmarks showing x10 speed gains, and document configurations for immediate production reuse.
Module 2Advanced Apache Arrow 2026 Integrations: Flight, Spark, Dask and deployments (streaming API, scalability)
Integrate Apache Arrow with Spark and Dask for ultra-performant distributed queries, explore Arrow Flight for low-latency RPC streaming transfers on clusters, optimize workflows with 2026 extensions for GPU and ML, apply to real-world cases like real-time IoT log analysis, test interoperability with Polars and DuckDB through hands-on exercises, deploy a scalable prototype in Docker/Kubernetes containers, measure ROI with precise metrics, and prepare an enterprise adoption plan to certify your expert skills.
Evaluation method
- Technical multiple-choice quiz on Apache Arrow and its integrations
- Performance benchmark evaluation on practical projects
- Presentation of the ongoing big data pipeline project with 2026 optimization
Learning method
- Sessions led by practicing data engineering experts
- Hands-on exercises on real enterprise big data datasets
- Progressive two-day capstone project with code review
- Comprehensive learning materials and Arrow open-source resources
Methods, materials and delivery
The Training Apache Arrow - Optimize high-performance 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 Training Apache Arrow - Optimize high-performance 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 Training Apache Arrow - Optimize high-performance 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.
Suggestions
You might
like these too.
Data engineeringIndustry-certifiedTraining Redshift Advanced - Optimize Performance and Scaling
$2,940Net of tax
ETL & data pipelinesIndustry-certifiedTraining Airflow Expert - Orchestrate Data Pipelines at Scale
$2,940Net of tax
PythonIndustry-certifiedTraining Python Intermediate - Automate Your Tasks in 3 Days
$3,675Net of tax
DevOps & CI/CDIndustry-certifiedJenkins Training - Master Advanced CI/CD Pipelines
$3,675Net of tax
Big data
More programs in Big data.
Big dataIndustry-certifiedAdvanced Apache Spark Training - Optimize Real-Time Big Data
$4,620Net of tax
Big dataIndustry-certifiedAdvanced Apache Spark Training - Optimize Your Big Data Jobs
$5,775Net of tax
Big dataIndustry-certifiedAdvanced BigQuery Training - Analyze Petabytes in Real Time
$4,620Net of tax
Big dataIndustry-certifiedAdvanced BigQuery Training - Optimize Massive Analyses
$3,675Net of tax
Big dataIndustry-certifiedAdvanced Cassandra Training - Master Clusters and Performance Tuning
$1,470Net of tax
Big dataIndustry-certifiedAdvanced Cassandra Training - Master High-Performance Clusters
$5,775Net of tax
Python
More programs in Python.
PythonIndustry-certifiedAdvanced FastAPI Training - Build Scalable Ultra-High-Performance APIs
$4,620Net of tax
PythonIndustry-certifiedAdvanced FastAPI Training - Scalable and Secure APIs
$3,675Net of tax
PythonIndustry-certifiedAdvanced Flask Training - Develop Scalable and Secure APIs
$4,620Net of tax
PythonIndustry-certifiedAdvanced Flask Training - Develop Scalable and Secure APIs
$3,675Net of tax
PythonIndustry-certifiedAdvanced Flask Training - Develop Scalable and Secure APIs
$4,620Net of tax
PythonIndustry-certifiedAdvanced NumPy Training - Optimize Your Matrix Calculations in Python
$3,675Net of tax
Generative AI & LLMs
More programs in Generative AI & LLMs.
Generative AI & LLMsIndustry-certifiedIntelligence Artificielle : Maîtriser les fondamentaux et applications en entreprise
$3,675Net of tax
Generative AI & LLMsIndustry-certifiedMaîtriser OpenCV : Traitement d’Image et Intelligence Artificielle pour Professionnels
$3,675Net of tax
Generative AI & LLMsIndustry-certifiedFormation Claude - Maîtriser l'IA pour booster la productivité
$5,775Net of tax
Generative AI & LLMsIndustry-certifiedFormation Anthropic Claude API - Intégrer l'IA avancée en production
$1,470Net of tax
Generative AI & LLMsIndustry-certifiedAnthropic : Comprendre et Déployer une Intelligence Artificielle Éthique et Responsable
$2,940Net of tax
Generative AI & LLMsIndustry-certifiedFormation Gemini API - Maîtrisez l'IA générative dès le jour 1
$5,775Net of tax
Automation & workflows
More programs in Automation & workflows.
Automation & workflowsIndustry-certifiedAdafruit IO : Maîtriser la Plateforme Cloud pour l’IoT et l’Automation
$3,675Net of tax
Automation & workflowsIndustry-certifiedAdministrez votre Infrastructure IT avec SaltStack : Déploiement, Configuration et Automatisation
$3,675Net of tax
Automation & workflowsIndustry-certifiedAdvanced Asana Training - Automate Your Pro Workflows
$5,775Net of tax
Automation & workflowsIndustry-certifiedAdvanced Asana Training - Master Complex Workflows and Automations
$4,620Net of tax
Automation & workflowsIndustry-certifiedAdvanced ComfyUI Training - Create Powerful AI Workflows
$1,470Net of tax
Automation & workflowsIndustry-certifiedAdvanced Git Training - Master Workflows and Complex Rebases
$5,775Net of tax
FAQ
Frequently asked questions
How much does the Training Apache Arrow - Optimize high-performance big data pipelines training cost?+
The price is $2,940 (USD) per participant. A detailed quote is sent within one business day.
How long is the Training Apache Arrow - Optimize high-performance big data pipelines training?+
The training lasts 2 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 Python/R, Pandas/Spark, SQL and distributed architectures
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.
Your professional training, anywhere
Let's build
your next
program.
30 minutes with a learning advisor. No commitment. No sales pitch dressed up as a demo.
Reply within 24h · Vetted experts · USD invoicing · W-9 available