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Training Document AI Pipelines - Automating the Analysis of Massive Documents

Ref: UZR642
10 people max.
From $4,620 HT / per person
On-site on request · +$540 with certification exam
4 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 design of Document AI pipelines for professional automated processing
  • Develop advanced ETL skills with Spark for analyzing large volumes of documents
  • Implement Kafka and Airflow workflows in certified Document AI pipelines
  • Optimize enterprise pipeline performance for immediate scalability
  • Design robust architectures integrating AI and professional data engineering
  • Deploy practical solutions to extract insights from unstructured documents
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 mastered Document AI pipelines, 70% of companies lose up to 40% productivity on manual document processing, according to Gartner, resulting in critical delays and costly errors estimated at 500k€ annually per SME.

  • Data engineers risk obsolescence against automated competition, with 25% of positions threatened by the absence of advanced ETL skills.

  • Invest in this training to secure your career and boost your organization's data efficiency starting today.

Allan BUSI
Allan BUSI

Learni trainer · AI expert

73%productivity gap
×3cost of inaction

Program

Module 1Fundamentals of Document AI Pipelines: Modeling and ETL Tools (Spark, Kafka)

Discover the essential principles of Document AI pipelines through practical workshops on Spark to structure document data, configure Kafka streams for real-time ingestion, model ETL schemas adapted to various formats like PDF or images, perform exercises on entity extraction with AI APIs, produce a first functional pipeline tested in groups, integrate real enterprise cases to validate initial flows.

Module 2Implementing Document AI Pipelines: Airflow Orchestration and AI Processing

Dive into orchestration with Airflow to schedule Document AI pipeline tasks, develop complex DAGs integrating Spark for intelligent parsing, apply OCR and NLP models on real datasets, optimize jobs to handle massive volumes, test resilience with Kafka failure simulations, generate automated reports on extractions, collaborate in pairs to deploy an end-to-end operational pipeline.

Module 3Optimizing Document AI Pipelines: Spark Performance and Advanced Monitoring

Optimize Document AI pipelines by tuning Spark to accelerate distributed processing, integrate Kafka metrics for real-time monitoring, analyze bottlenecks with tools like Ganglia, refactor code for horizontal scalability, simulate enterprise workloads on virtual clusters, implement custom Airflow alerts, produce a deliverable and measurable performance dashboard.

Module 4Deployment and Advanced Cases for Document AI Pipelines: Production and Security

Deploy your Document AI pipelines to production with Docker containers and Kubernetes, secure Kafka streams with authentication, integrate GDPR compliance for sensitive data, solve real enterprise cases like contract automation, finalize a personal capstone project evaluated, receive expert feedback, obtain post-training resources for immediate enterprise implementation.

Evaluation method

  • Interactive quizzes and MCQs each day on key concepts
  • Individual and team practical projects with deliverables
  • Real enterprise case study and final presentation
  • Self-assessment of skills before/after training

Learning method

  • Learning through concrete projects and hands-on practice
  • Supervised labs on real Spark/Kafka environments
  • Case studies from leading companies in data engineering
  • Agile methodology with continuous expert feedback

Methods, materials and delivery

The Training Document AI Pipelines - Automating the Analysis of Massive 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 the Analysis of Massive 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 the Analysis of Massive 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.

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 Document AI Pipelines - Automating the Analysis of Massive Documents training cost?+
The price is $4,620 (USD) per participant. A detailed quote is sent within one business day.
How long is the Training Document AI Pipelines - Automating the Analysis of Massive Documents training?+
The training lasts 4 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, basics in Apache Spark and ETL, knowledge of Kafka or Airflow, experience in structured data processing
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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