Training Apache Arrow - Optimize high-performance big data pipelines

Very demanding course · Expertise required

$3,150

  • 2 days
  • Onsite
  • 10 people max.
Ref: TDV160
10 people max.
$3,150
In-company rate: from $5,723 for the whole teamExpertise rate: $1,575 per day, reflecting the difficulty level
On-site and certification exam on quote
2 days
Onsite

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.

Alicia DIOH, Managing Director · Finance, AI & Management trainer
Alicia DIOH

Managing Director · Finance, AI & Management trainer

73%productivity gap
×3cost of inaction
Flag of the United StatesBuilt for US teams
Payment by wire transferEnhanced confidentialityPerfect for companies with 50 to 500 employeesScheduling to fit any time zone

Trusted by — schools, companies and industrial groups

41,118 programs · 25 countries

  • Aptar
  • ArcelorMittal
  • Equans
  • EDF
  • Ubisoft
  • Microsoft
  • Atos

Every program built with a dedicated engineer

  • OpenAI
  • Anthropic
  • Mistral AI
  • NVIDIA
  • Google
  • Amazon Web Services
  • Microsoft Dynamics 365
  • Salesforce
  • ServiceNow
  • SAP
  • Oracle
  • Cisco
  • Fortinet
  • Palo Alto Networks
  • Aruba
  • VMware
  • Red Hat
  • Databricks
  • Snowflake
  • OVHcloud
  • Notion
  • AMD
  • Apple

Companies: Aptar, ArcelorMittal, Equans, EDF, Ubisoft, Microsoft and Atos.

Apache Arrow training 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

Program

Apache Arrow curriculum: 2 modules over 2 days

Module 1 : Apache 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 2 : Advanced 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.

How Apache Arrow skills are assessed

  • 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

How the Apache Arrow course is taught

  • 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

Apache Arrow training: access and practical arrangements

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.

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.

Our method

How Learni guarantees the quality of your Apache Arrow training

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.

A child walking to school with a backpack
Our social commitment

A school kit donated to a child for every training booked

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
Enroll and offer a kit
FAQ

Apache Arrow: frequently asked questions

Which tools are used in Apache Arrow training?+
Hands-on work runs on IPC tools, plasma, pipeline exercises, streaming API and scalability. Those tools come from the Apache Arrow program itself, delivered on site over 2 days, so participants practise on the stack they will use at work.
What can participants do after Apache Arrow training?+
They can master Apache Arrow for ultra-fast columnar data processing in the enterprise, develop high-performance data pipelines with PyArrow and Arrow Flight and implement certified Apache Arrow integrations with Spark and Dask. Those are the stated objectives of the Apache Arrow program at Expert level, checked by the end-of-session assessment.
What does the Apache Arrow program cover, day by day?+
Day 1: Apache Arrow Architecture: Implement columnar format and PyArrow (IPC tools, Plasma, pipeline exercises). Day 2: Advanced Apache Arrow 2026 Integrations: Flight, Spark, Dask and deployments (streaming API, scalability). The Apache Arrow program runs over 2 days, delivered on site.
How is Apache Arrow training assessed?+
Assessment relies on technical multiple-choice quiz on Apache Arrow and its integrations, performance benchmark evaluation on practical projects and presentation of the ongoing big data pipeline project with 2026 optimization. Learni issues a completion certificate together with the individual assessment report at the end of the Apache Arrow program, which an L&D team can file as evidence.
How much does Apache Arrow training cost per participant?+
Apache Arrow training costs $3,150 per participant. For an in-company team, the flat rate starts at $5,723 for the whole group, up to 8 people. The detailed quote, sent within one business day, adjusts the amount to the format and how far the syllabus is tailored to your team.
How long does Apache Arrow training take?+
2 days, available live online (US time zones) or on-site at your offices. Half-day tracks spread over several weeks are possible so the team stays operational.
Who pays for Apache Arrow training?+
Most US teams pay directly through their company L&D or training budget. Learni invoices in US dollars and accepts bank transfer (ACH/wire) or card, with volume pricing for teams. A purchase order is welcome.
What do participants need to know before Apache Arrow training?+
Mastery of Python/R, Pandas/Spark, SQL and distributed architectures.
Is a certificate issued after Apache Arrow training?+
Yes. A Learni completion certificate is issued, along with the individual evaluation report. Learni is a certified training provider and prepares for third-party certifications, but does not award them itself.
Does Learni provide the equipment for Apache Arrow training?+
No. A computer and a stable internet connection are required for each participant. Learni provides the learning platform, the trainer and all course materials.
Your professional training, anywhere

Let's build your Apache Arrow learning path.

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
On-site & remote

Apache Arrow training in your city

Available on-site and remotely. Pick your city to see the local training center.

Share in 2 clicks