Training Hugging Face Hub - Securing Your AI Models in the Cloud

$5,775

  • 5 days
  • Onsite
  • 10 people max.
Ref: KZZ274
10 people max.
$5,775
In-company rate: from $10,395 for the whole team
On-site and certification exam on quote
5 days
Onsite

Don't let this gap widen

Why this program matters

  • Companies that neglect security on Hugging Face Hub face major risks.

  • 43% of organizations experienced incidents tied to poorly secured AI models in 2023.

  • These breaches cause average financial losses of 4.5 million euros and jeopardize the careers of untrained professionals.

  • Acting now prevents these critical consequences.

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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  • Aptar
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  • Equans
  • EDF
  • Ubisoft
  • Microsoft

Every program built with a dedicated engineer

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

Hugging Face Hub training objectives

  • Master secure configuration of Hugging Face Hub in a professional context
  • Develop IAM management skills for enterprise AI models
  • Design encryption strategies tailored to Hugging Face Hub
  • Implement Cloud Security controls on professional deployments
  • Optimize continuous team training on certified best practices

Hugging Face Hub curriculum: 5 modules over 5 days

Module 1 : Topic: IAM Configuration and Secure Access on Hugging Face Hub (tools, methods, deliverables)

Participants explore IAM setup on Hugging Face Hub with practical exercises on tokens and organizations. They analyze real enterprise cases, use tools such as AWS IAM, and configure access policies. Each learner produces a secure configuration report as the day's final deliverable.

Module 2 : Topic: Encryption of Models and Data on Hugging Face Hub (tools, methods, deliverables)

This day covers encryption of models hosted on Hugging Face Hub using solutions such as Vault and KMS. Professionals complete practical encryption and decryption workshops, examine data leak scenarios, and deliver a documented encrypted architecture for their cloud environment.

Module 3 : Topic: Cloud Security Audit and Compliance with Hugging Face Hub (tools, methods, deliverables)

Learners perform security audits on Hugging Face Hub repositories using automated analysis tools. They review real enterprise cases, apply compliance frameworks, and produce a complete audit deliverable with recommendations tailored to the professional context.

Module 4 : Topic: Secure Deployment of Pipelines with Hugging Face Hub (tools, methods, deliverables)

The training addresses secure CI/CD pipelines integrating Hugging Face Hub. Participants configure workflows with GitHub Actions and security controls, test attack scenarios, and deliver a documented operational pipeline for certified enterprise use.

Module 5 : Topic: Optimization and Monitoring of Cloud Security on Hugging Face Hub (tools, methods, deliverables)

Learners implement continuous monitoring of models on Hugging Face Hub using tools such as Prometheus and custom dashboards. They analyze real-time security metrics, resolve simulated incidents, and produce a final optimization plan for their organization.

How Hugging Face Hub skills are assessed

  • Daily knowledge validation quizzes
  • Final practical project based on a business case
  • Evaluated secure configuration report

How the Hugging Face Hub course is taught

  • Practical workshops via videoconference
  • Real-world enterprise case studies
  • Guided exercises on cloud tools
  • Personalized trainer feedback

Hugging Face Hub training: access and practical arrangements

The Training Hugging Face Hub - Securing Your AI Models in the Cloud 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 Hugging Face Hub - Securing Your AI Models in the Cloud 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 Hugging Face Hub - Securing Your AI Models in the Cloud 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 Hugging Face Hub 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

Hugging Face Hub: frequently asked questions

Which tools are used in Hugging Face Hub training?+
Hands-on work runs on tools, methods and deliverables. Those tools come from the Hugging Face Hub program itself, delivered on site over 5 days, so participants practise on the stack they will use at work.
What can participants do after Hugging Face Hub training?+
They can master secure configuration of Hugging Face Hub in a professional context, develop IAM management skills for enterprise AI models and design encryption strategies tailored to Hugging Face Hub. Those are the stated objectives of the Hugging Face Hub program at Intermediate level, checked by the end-of-session assessment.
What does the Hugging Face Hub program cover, day by day?+
Day 1: Topic: IAM Configuration and Secure Access on Hugging Face Hub (tools, methods, deliverables). Day 2: Topic: Encryption of Models and Data on Hugging Face Hub (tools, methods, deliverables). Day 3: Topic: Cloud Security Audit and Compliance with Hugging Face Hub (tools, methods, deliverables). Day 4: Topic: Secure Deployment of Pipelines with Hugging Face Hub (tools, methods, deliverables). Day 5: Topic: Optimization and Monitoring of Cloud Security on Hugging Face Hub (tools, methods, deliverables). The Hugging Face Hub program runs over 5 days, delivered on site.
How is Hugging Face Hub training assessed?+
Assessment relies on daily knowledge validation quizzes, final practical project based on a business case and evaluated secure configuration report. Learni issues a completion certificate together with the individual assessment report at the end of the Hugging Face Hub program, which an L&D team can file as evidence.
How much does Hugging Face Hub training cost per participant?+
Hugging Face Hub training costs $5,775 per participant. For an in-company team, the flat rate starts at $10,395 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 Hugging Face Hub training take?+
5 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 Hugging Face Hub 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 Hugging Face Hub training?+
Intermediate knowledge of Python, cloud concepts and API security.
Is a certificate issued after Hugging Face Hub 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 Hugging Face Hub 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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