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.
Training: Mastering Hugging Face Hub - Deployment and Management of AI Models
Trusted by — schools, companies and industrial groups
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Every program built with a dedicated engineer
Companies: Aptar, ArcelorMittal, Equans, EDF, Ubisoft and Microsoft.
Hugging Face Hub training objectives
- Understand the Hugging Face ecosystem and the role of the Hub
- Use and integrate pre-trained models via the Hub
- Publish, document, and manage custom models on the Hub
- Leverage data management, datasets, and Spaces for distributing interactive AI applications
- Set up collaborative and reproducible workflows for R&D
- Deploy AI models in production via Hugging Face tools
Hugging Face Hub curriculum: 3 modules over 3 days
Module 1 : Introduction to Hugging Face Hub and Model Usage
Introduction to the Hugging Face ecosystem, account registration and management, exploration of the Hub and its resources (models, datasets, Spaces). Searching, downloading, and integrating pre-trained models into a Python project using transformers, using task pipelines (NLP, vision, audio), and hands-on practice on common use cases (classification, text generation, etc.).
Module 2 : Publication, Collaborative Management, and Best Practices
Creating a repository, uploading and versioning personal models using CLI and API, managing metadata, documentation (README, model cards). Sharing models with the community, fine-grained access control (public, private, organization), change tracking. Reproducibility concepts (model cards, config files) and CI/CD integration for automated model testing. Introduction to dataset management and publication on the Datasets Hub.
Module 3 : Deploying and Distributing Models: Spaces, Applications, and Production
Overview of Spaces: hosting interactive applications (Streamlit, Gradio) with end-to-end demo. Designing a mini AI application deployed on Space, deployment management, monitoring, authentication. Strategies for deploying models in production on Hugging Face Inference Endpoints. Discussion on team workflows, collaboration via Git and organizations, automating publications, and managing the model lifecycle in production.
How Hugging Face Hub skills are assessed
- Multiple-choice quiz at the end of each day
- Practical workshops covering all Hub features
- Red thread project: creation, publication, and distribution of a custom AI model on Hugging Face Hub
How the Hugging Face Hub course is taught
- Detailed technical demonstrations
- Guided exercises and individual hands-on labs
- Course materials (slides, step-by-step tutorials, Python scripts) provided
- Access to an exchange space for questions and answers
Hugging Face Hub training: access and practical arrangements
The Training: Mastering Hugging Face Hub - Deployment and Management of AI Models 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 Hugging Face Hub - Deployment and Management of AI Models 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 Hugging Face Hub - Deployment and Management of AI Models 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.
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.
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.
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.
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
FAQ
Hugging Face Hub: frequently asked questions
What can participants do after Training: Mastering Hugging Face Hub training?+
They can understand the Hugging Face ecosystem and the role of the Hub, use and integrate pre-trained models via the Hub and publish, document, and manage custom models on the Hub. Those are the stated objectives of the Training: Mastering Hugging Face Hub program at Intermediate level, checked by the end-of-session assessment.
What does the Training: Mastering Hugging Face Hub program cover, day by day?+
Day 1: Introduction to Hugging Face Hub and Model Usage. Day 2: Publication, Collaborative Management, and Best Practices. Day 3: Deploying and Distributing Models: Spaces, Applications, and Production. The Training: Mastering Hugging Face Hub program runs over 3 days, delivered on site.
How is Training: Mastering Hugging Face Hub training assessed?+
Assessment relies on multiple-choice quiz at the end of each day, practical workshops covering all Hub features and red thread project: creation, publication, and distribution of a custom AI model on Hugging Face Hub. Learni issues a completion certificate together with the individual assessment report at the end of the Training: Mastering Hugging Face Hub program, which an L&D team can file as evidence.
How much does Training: Mastering Hugging Face Hub training cost per participant?+
Training: Mastering Hugging Face Hub 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 Hugging Face Hub 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 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 Training: Mastering Hugging Face Hub training?+
Basic knowledge of machine learning and Python, fundamental concepts of AI models.
Is a certificate issued after Training: Mastering 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 Training: Mastering 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.
Your professional training, anywhere
Let's build your Hugging Face Hub learning path.
30 minutes with a learning advisor. No commitment. No sales pitch dressed up as a demo.
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