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Training Hugging Face Transformers - Optimizing NLP Models for the Enterprise

Ref: OVY982
10 people max.
From $3,675 HT / per person
On-site on request · +$540 with certification exam
3 days
Remote

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Learning objectives

  • Master the Hugging Face Transformers libraries for certified professional skills
  • Optimize pre-trained models for high-performance enterprise applications
  • Develop advanced NLP pipelines tailored to concrete business needs
  • Implement fine-tuning and distillation to boost efficiency in production
  • Deploy scalable solutions with certified performance evaluation
  • Design conversational AI chatbots using Transformers in a professional context
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 mastery of Hugging Face Transformers, 65% of enterprise NLP projects fail according to a McKinsey 2023 report, resulting in productivity losses estimated at 45 000€ per poorly optimized initiative.

  • Your competitors deploy chatbots 5x faster, capturing an additional 30% market share in text mining and conversational AI.

  • Career risk: stagnation amid explosive demand for advanced NLP skills, with 80% of junior data scientists excluded from senior positions.

  • Invest in this certification training to secure your projects and boost your employability starting tomorrow.

Allan BUSI
Allan BUSI

Learni trainer · AI expert

73%productivity gap
×3cost of inaction

Program

Module 1Advanced Fundamentals of Hugging Face Transformers: Pipelines and Datasets (PyTorch, Tokenizers, Trainer API)

Discover the optimized installation of Hugging Face Transformers, configure pipelines for classification and text generation, handle datasets via the Datasets library for fast loading, complete practical exercises on NER and sentiment analysis with BERT and RoBERTa models, produce your first deployable scripts, analyze advanced tokenizers for efficient multilingual tokenization, while integrating real enterprise use cases for immediate application.

Module 2Fine-Tuning and Optimization of Hugging Face Transformers: Custom Models (Trainer, PEFT, Quantization)

Dive into fine-tuning models like GPT and T5 on custom datasets, use the Trainer API to accelerate distributed training, apply PEFT for resource-efficient tuning, test quantization and distillation to reduce latency by 70%, develop exercises on machine translation and summarization, generate deliverables like production-ready notebooks, integrate advanced metrics to validate professional accuracy gains.

Module 3Deployment and Conversational AI with Hugging Face Transformers: Servers and Chatbots (Gradio, Docker, APIs)

Master the deployment of Transformers via Gradio and Streamlit for interactive demos, containerize with Docker for cloud scalability, integrate APIs for advanced RAG chatbots, simulate enterprise scenarios with multilingual conversational flows, optimize inference on GPU/CPU for real-time performance, produce a final certifying project like a deployed virtual assistant, evaluate performance with industry-standard benchmarks, benefit from advice on post-production maintenance in teams.

Evaluation method

  • Interactive technical quizzes at the end of each day on pipelines and fine-tuning
  • Practical case studies with real-time expert feedback
  • Capstone project evaluated: deployment of a performant NLP chatbot

Learning method

  • Alternating theory and 70% hands-on practice on real Hugging Face datasets
  • Hands-on exercises with source code and ready-to-use Jupyter environments
  • Reusable tutorial videos and unlimited post-training resources
  • Live Q&A sessions for immediate resolution of professional cases

Methods, materials and delivery

The Training Hugging Face Transformers - Optimizing NLP Models for the Enterprise 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 Transformers - Optimizing NLP Models for the Enterprise 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 Transformers - Optimizing NLP Models for the Enterprise 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 Hugging Face Transformers - Optimizing NLP Models for the Enterprise training cost?+
The price is $3,675 (USD) per participant. A detailed quote is sent within one business day.
How long is the Training Hugging Face Transformers - Optimizing NLP Models for the Enterprise 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?+
Advanced mastery of Python, PyTorch or TensorFlow, solid foundations in deep learning and NLP, experience in real ML projects
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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