Training Document AI Pipelines - Automating Data Extraction from Documents

$2,310

  • 2 days
  • Onsite
  • 10 people max.
Ref: WEH729
10 people max.
$2,310
In-company rate: from $4,190 for the whole team
On-site and certification exam on quote
2 days
Onsite

Don't let this gap widen

Why this program matters

  • Without mastering Document AI pipelines, 70% of companies lose up to 40% of time on manual document processing, leading to extraction errors costing 15 000€ annually per employee according to Gartner.

  • Unstructured data blocks AI, hindering critical business insights and competitiveness.

  • Career risk: professional stagnation amid growing demand for AI ETL skills, with 50% of Data Engineering positions requiring these skills by 2025.

  • Invest now to secure productivity and advancement.

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

41,117 programs · 25 countries

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

Every program built with a dedicated engineer

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

Document AI Pipelines training objectives

  • Master the basics of Document AI pipelines in certified professional training
  • Develop ETL skills to extract information from various documents
  • Configure Apache Spark for batch processing of documents in a business environment
  • Implement Kafka and Airflow flows for real-time pipelines
  • Design automated workflows optimizing data productivity
  • Acquire practical skills for professional Document AI projects

Program

Document AI Pipelines curriculum: 2 modules over 2 days

Module 1 : Fundamentals of Document AI Pipelines: ETL and Spark for Document Extraction (practical exercises, real cases)

Discover the principles of Document AI pipelines through practical ETL workshops, configure Spark to ingest and transform PDFs and images, extract text and metadata with open-source tools, perform exercises on real enterprise datasets, test Python scripts integrating basic OCR, produce your first functional pipelines with quality validation, and analyze performance to optimize novice data flows.

Module 2 : Orchestration of Document AI Pipelines: Kafka and Airflow for Advanced Flows (demos, deliverable projects)

Dive into orchestration with Kafka for real-time document streaming, integrate Airflow to schedule complex pipelines, develop automated DAGs processing invoices and contracts, simulate enterprise cases with massive volumes, debug workflows via interactive exercises, deploy on simulated Spark environments, generate AI extraction reports, and validate scalability for certified professional applications.

How Document AI Pipelines skills are assessed

  • Interactive quizzes at the end of each day on pipeline concepts
  • Practical project: complete Document AI pipeline on provided dataset
  • Certificate of competence issued post-training (Qualiopi certified)

How the Document AI Pipelines course is taught

  • 70% practical, 30% theory approach for rapid skill acquisition
  • Hands-on exercises with real tools: Spark, Kafka, Airflow
  • Business case studies to contextualize Document AI
  • Personalized feedback from expert Data Engineering trainers

Document AI Pipelines training: access and practical arrangements

The Training Document AI Pipelines - Automating Data Extraction from Documents 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 Document AI Pipelines - Automating Data Extraction from Documents 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 Document AI Pipelines - Automating Data Extraction from Documents 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 Document AI Pipelines 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

Document AI Pipelines: frequently asked questions

Which tools are used in Document AI Pipelines training?+
Hands-on work runs on practical exercises, real cases, demos and deliverable projects. Those tools come from the Document AI Pipelines program itself, delivered on site over 2 days, so participants practise on the stack they will use at work.
What can participants do after Document AI Pipelines training?+
They can master the basics of Document AI pipelines in certified professional training, develop ETL skills to extract information from various documents and configure Apache Spark for batch processing of documents in a business environment. Those are the stated objectives of the Document AI Pipelines program at Beginner level, checked by the end-of-session assessment.
What does the Document AI Pipelines program cover, day by day?+
Day 1: Fundamentals of Document AI Pipelines: ETL and Spark for Document Extraction (practical exercises, real cases). Day 2: Orchestration of Document AI Pipelines: Kafka and Airflow for Advanced Flows (demos, deliverable projects). The Document AI Pipelines program runs over 2 days, delivered on site.
How is Document AI Pipelines training assessed?+
Assessment relies on interactive quizzes at the end of each day on pipeline concepts, practical project: complete Document AI pipeline on provided dataset and certificate of competence issued post-training (Qualiopi certified). Learni issues a completion certificate together with the individual assessment report at the end of the Document AI Pipelines program, which an L&D team can file as evidence.
How much does Document AI Pipelines training cost per participant?+
Document AI Pipelines training costs $2,310 per participant. For an in-company team, the flat rate starts at $4,190 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 Document AI Pipelines 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 Document AI Pipelines 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 Document AI Pipelines training?+
Basic knowledge of Python, familiarity with structured data concepts and file processing.
Is a certificate issued after Document AI Pipelines 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 Document AI Pipelines 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.
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