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Training Vertex AI - Deploying Scalable AI Pipelines

Ref: CHU642
10 people max.
From $3,859 HT / per person
On-site on request · +$540 with certification exam
3 days
Remote

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Aptar
ArcelorMittal
Equans
EDF
Ubisoft
Microsoft
Aptar
ArcelorMittal
Equans
EDF
Ubisoft
Microsoft
Aptar
ArcelorMittal
Equans
EDF
Ubisoft
Microsoft
Aptar
ArcelorMittal
Equans
EDF
Ubisoft
Microsoft

Learning objectives

  • Master Vertex AI Pipelines to automate enterprise ML workflows
  • Develop advanced models with certified Vertex AI Training
  • Implement fine-tuning and generative AI agents on Vertex AI Studio
  • Design scalable deployments with Vertex AI Endpoints
  • Optimize monitoring and costs via Vertex AI Operations
  • Integrate Vertex AI into secure professional applications
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 this upskilling, your team accumulates a technological gap that translates directly into productivity loss.

  • Organizations that don't train their talents on key topics see their competitiveness drop.

  • Every quarter without training is a gap widening with competitors who invest.

  • The cost of inaction quickly exceeds that of well-targeted training.

Imed BEN AMOR
Imed BEN AMOR

Learni trainer · Development expert

73%productivity gap
×3cost of inaction

Program

Module 1Vertex AI Pipelines: Automating ML Workflows (Vertex AI Pipelines, Kubeflow, Custom Components)

Configure end-to-end Vertex AI pipelines from the morning, integrate Kubeflow to orchestrate distributed training, develop custom Python components on real enterprise datasets, test automations with cross-validation, generate performance reports, produce a production-ready deployable pipeline, intensive hands-on exercises with trainer feedback for immediate skills.

Module 2Vertex AI Models: Fine-Tuning and Generative AI (Vertex AI Studio, Gemini, AutoML)

Dive into Vertex AI Studio to fine-tune Gemini models on proprietary data, explore AutoML to accelerate advanced prototyping, implement secure conversational agents, evaluate quality with enterprise metrics, integrate RAG for augmented retrieval, tackle concrete business cases like customer prediction, deliver an optimized model with annotated source code and scaling plan.

Module 3Vertex AI Deployment: Production MLOps (Endpoints, Monitoring, Security)

Deploy models on scalable Vertex AI Endpoints with autoscaling, configure real-time monitoring via Vertex AI Operations to detect drifts, integrate GCP CI/CD for seamless updates, secure with IAM and Vertex AI Feature Store, optimize costs with smart quotas, test high-availability loads on critical business scenarios, finalize with deployed capstone project and operational dashboard.

Evaluation method

  • Technical MCQ on Vertex AI and practical case studies
  • Development and presentation of a complete AI pipeline
  • Code and performance audit by expert trainer

Learning method

  • Sessions led by Google Cloud certified consultant
  • Hands-on labs on real enterprise cases with Vertex AI
  • Progressive capstone project over 3 days
  • Digital training materials provided

Methods, materials and delivery

The Training Vertex AI - Deploying Scalable AI 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 Vertex AI - Deploying Scalable AI 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 Vertex AI - Deploying Scalable AI 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.

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 Vertex AI - Deploying Scalable AI Pipelines training cost?+
The individual price is $3,859 (USD). The team / on-site group package is shown on the course page. A detailed quote is sent within one business day.
How long is the Training Vertex AI - Deploying Scalable AI Pipelines training?+
The training lasts 3 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, machine learning, Google Cloud Platform, and TensorFlow/PyTorch
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.
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