Training: Mastering Large-Scale Data Management with Google Dataplex

$3,465

  • 3 days
  • Onsite
  • 8 people max.
Ref: WBL112
8 people max.
$3,465
In-company rate: from $6,290 for the whole team
On-site and certification exam on quote
3 days
Onsite

Don't let this gap widen

Why this program matters

  • Without mastering large-scale data management with Google Dataplex, your pipelines turn chaotic, creating silos and duplicates that block reliable analysis.

  • Companies lose an average of 25 % of their annual cloud budget – more than 100 000 € for a team of 10 data engineers – due to governance inefficiencies and unnecessary storage overcosts.

  • 80 % of GDPR non-compliance incidents stem from faulty data cataloging, exposing your organization to fines of up to 4 % of global revenue.

  • Each month without advanced Dataplex skills compromises your career and lets competitors pull ahead on AI and critical business insights.

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

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

Large-Scale Data Management training objectives

  • Understand the architecture and essential concepts of Google Dataplex
  • Organize, govern, and secure data on Dataplex
  • Deploy a Dataplex Lake and manage multi-cloud and on-premises assets
  • Implement large-scale data governance and quality policies
  • Automate data discovery, cataloging, and classification
  • Monitor integration of Dataplex with BigQuery, Dataflow, and other GCP solutions
  • Optimize security, access, and data workflows with Dataplex

Program

Large-Scale Data Management curriculum: 3 modules over 3 days

Module 1 : Introduction to Google Dataplex and Setting Up an Environment

Presentation of data mesh, challenges of modern data management, and Dataplex architecture principles. Hands-on with the Google Cloud console, creation of a training project, and initial Dataplex configuration. Organization of primary data zones (Raw, Curated, Sandbox) and discovery of main use cases.

Module 2 : Governance, Security, and Intelligent Cataloging with Dataplex

IAM access and roles management in Dataplex. Implementation of security and privacy strategies (integrated DLP, access audits). Automated cataloging, dataset annotation, and data quality. Deployment of metadata and automated lineage. Creation and management of governance policies, intelligent classification, and tagging of sensitive data.

Module 3 : Advanced Automation, Big Data Integration, and Workflow Supervision

Piloting continuous governance pipelines (Dataflow, Dataproc, BigQuery). Automation of data discovery and profiling. Monitoring, alerts, and reporting on Dataplex assets. Integration of Dataplex with DataCatalog, Dataflow, BigQuery, and management of complex workflows. Best practices for supervision and daily operation of modern data lakes.

How Large-Scale Data Management skills are assessed

  • Quizzes and multiple-choice questions to validate learning at the end of each module
  • Red thread project: structuring and governing a simulated data lake with Dataplex
  • Real-world scenario implementation and collective debrief

How the Large-Scale Data Management course is taught

  • Alternation of theory and hands-on practical cases on the Google Cloud console
  • Business case studies for data governance and automation
  • Detailed PDF materials and demonstration videos
  • Access to a secure lab environment

Large-Scale Data Management training: access and practical arrangements

The Training: Mastering Large-Scale Data Management with Google Dataplex 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: Mastering Large-Scale Data Management with Google Dataplex 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: Mastering Large-Scale Data Management with Google Dataplex 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 Large-Scale Data Management 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.

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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

Large-Scale Data Management: frequently asked questions

What can participants do after Training: Mastering Large-Scale Data Management with Google Dataplex training?+
They can understand the architecture and essential concepts of Google Dataplex, organize, govern, and secure data on Dataplex and deploy a Dataplex Lake and manage multi-cloud and on-premises assets. Those are the stated objectives of the Training: Mastering Large-Scale Data Management with Google Dataplex program at Intermediate level, checked by the end-of-session assessment.
What does the Training: Mastering Large-Scale Data Management with Google Dataplex program cover, day by day?+
Day 1: Introduction to Google Dataplex and Setting Up an Environment. Day 2: Governance, Security, and Intelligent Cataloging with Dataplex. Day 3: Advanced Automation, Big Data Integration, and Workflow Supervision. The Training: Mastering Large-Scale Data Management with Google Dataplex program runs over 3 days, delivered on site.
How is Training: Mastering Large-Scale Data Management with Google Dataplex training assessed?+
Assessment relies on quizzes and multiple-choice questions to validate learning at the end of each module, red thread project: structuring and governing a simulated data lake with Dataplex and real-world scenario implementation and collective debrief. Learni issues a completion certificate together with the individual assessment report at the end of the Training: Mastering Large-Scale Data Management with Google Dataplex program, which an L&D team can file as evidence.
How much does Training: Mastering Large-Scale Data Management with Google Dataplex training cost per participant?+
Training: Mastering Large-Scale Data Management with Google Dataplex training costs $3,465 per participant. For an in-company team, the flat rate starts at $6,290 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 Training: Mastering Large-Scale Data Management with Google Dataplex training take?+
3 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 Training: Mastering Large-Scale Data Management with Google Dataplex 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 Training: Mastering Large-Scale Data Management with Google Dataplex training?+
Good understanding of basic cloud computing concepts; prior experience with Google Cloud Platform recommended; fundamental knowledge in data engineering.
Is a certificate issued after Training: Mastering Large-Scale Data Management with Google Dataplex 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 Training: Mastering Large-Scale Data Management with Google Dataplex 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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