Training 3DS Outscale - 3D LLM Pipeline Configuration

Specialist course · Minimum level required

$4,725

  • 3 days
  • Onsite
  • 10 people max.
Ref: FHO348
10 people max.
$4,725
In-company rate: from $8,558 for the whole teamExpertise rate: $1,575 per day, reflecting the difficulty level
On-site and certification exam on quote
3 days
Onsite

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.

Allan BUSI, Learni trainer · AI expert
Allan BUSI

Learni trainer · AI expert

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

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  • Microsoft
  • Atos

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

3DS Outscale training objectives

  • Master 3DS Outscale for deploying generative 3D models on sovereign cloud.
  • Configure distributed training pipelines with automatic scaling on Outscale.
  • Optimize storage and compute costs for large-scale 3D datasets.
  • Implement prompt engineering strategies tailored to 3D models.
  • Audit GDPR compliance and data sovereignty for processed data.
  • Deploy real-time inference endpoints for business applications.

Program

3DS Outscale curriculum: 3 modules over 3 days

Module 1 : Theme: 3DS Outscale Architecture for Distributed LLM Training (tools: Outscale SDK, Terraform, methods: horizontal scaling, deliverables: cluster template)

Participants explore the 3DS Outscale architecture and deploy an initial GPU cluster. They configure object storage for 3D datasets, set up a private network, and test a first distributed training job. Each exercise produces a reusable deliverable for the next day.

Module 2 : Theme: 3DS Outscale Optimization of Deep Learning Pipelines (tools: Outscale Flow, MLflow, methods: pruning and quantization, deliverables: optimized pipeline)

The day focuses on optimizing trained models. Learners apply compression techniques, measure latency gains, and integrate Outscale monitoring. They reuse the Day 1 cluster to validate improvements on concrete 3D use cases.

Module 3 : Theme: 3DS Outscale Production Deployment and LLM Governance (tools: Outscale API Gateway, methods: A/B testing, deliverables: secure endpoint and dashboard)

Participants deploy high-availability inference endpoints, implement prompt governance, and audit data traceability. They finalize a complete project integrating deliverables from the first two days and present it to the training team.

How 3DS Outscale skills are assessed

  • Knowledge validation quizzes after each day
  • Final project evaluated on the quality of the deployed pipeline
  • Skills observation grid applied during workshops

How the 3DS Outscale course is taught

  • Hands-on exercises on real Outscale environments
  • Business case studies drawn from client projects
  • Pair work on production scenarios
  • Individual feedback on deliverables

3DS Outscale training: access and practical arrangements

The Training 3DS Outscale - 3D LLM Pipeline Configuration 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 3DS Outscale - 3D LLM Pipeline Configuration 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 3DS Outscale - 3D LLM Pipeline Configuration 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 3DS Outscale 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

3DS Outscale: frequently asked questions

Which tools are used in 3DS Outscale training?+
Hands-on work runs on tools: Outscale SDK, terraform, methods: horizontal scaling, deliverables: cluster template, tools: Outscale Flow and MLflow. Those tools come from the 3DS Outscale program itself, delivered on site over 3 days, so participants practise on the stack they will use at work.
What can participants do after 3DS Outscale training?+
They can master 3DS Outscale for deploying generative 3D models on sovereign cloud, configure distributed training pipelines with automatic scaling on Outscale and optimize storage and compute costs for large-scale 3D datasets. Those are the stated objectives of the 3DS Outscale program at Advanced level, checked by the end-of-session assessment.
What does the 3DS Outscale program cover, day by day?+
Day 1: Theme: 3DS Outscale Architecture for Distributed LLM Training (tools: Outscale SDK, Terraform, methods: horizontal scaling, deliverables: cluster template). Day 2: Theme: 3DS Outscale Optimization of Deep Learning Pipelines (tools: Outscale Flow, MLflow, methods: pruning and quantization, deliverables: optimized pipeline). Day 3: Theme: 3DS Outscale Production Deployment and LLM Governance (tools: Outscale API Gateway, methods: A/B testing, deliverables: secure endpoint and dashboard). The 3DS Outscale program runs over 3 days, delivered on site.
How is 3DS Outscale training assessed?+
Assessment relies on knowledge validation quizzes after each day, final project evaluated on the quality of the deployed pipeline and skills observation grid applied during workshops. Learni issues a completion certificate together with the individual assessment report at the end of the 3DS Outscale program, which an L&D team can file as evidence.
How much does 3DS Outscale training cost per participant?+
3DS Outscale training costs $4,725 per participant. For an in-company team, the flat rate starts at $8,558 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 3DS Outscale 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 3DS Outscale 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 3DS Outscale training?+
Advanced Python proficiency, experience with cloud REST APIs, solid foundations in deep learning, and familiarity with container environments.
Is a certificate issued after 3DS Outscale 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 3DS Outscale 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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