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Founded by passionate advocates of learning and innovation, Learni set out to make professional training accessible to everyone, everywhere in the world. Our team works in the largest cities such as Paris, Lyon, Marseille, and internationally, to support talents and organizations in their skills development.
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The Training: Mastering Transformers.js: Natural Language Processing in JavaScript training is delivered in-person or remotely (blended-learning, e-learning, virtual classroom, remote in-person). At Learni, a Qualiopi-certified training organization, each program is designed to maximize skills acquisition, regardless of the training mode chosen.
The trainer alternates between demonstrative, interrogative, and active methods (through practical exercises and/or real-world scenarios). This pedagogical approach ensures concrete and directly applicable learning in the workplace.
To ensure the quality of the Training: Mastering Transformers.js: Natural Language Processing in JavaScript training, Learni provides the following teaching resources:
For in-house training at a location external to Learni, the client ensures and commits to having all necessary teaching materials (IT equipment, internet connection...) for the proper conduct of the training action in accordance with the prerequisites indicated in the communicated training program.
The assessment of skills acquired during the Training: Mastering Transformers.js: Natural Language Processing in JavaScript training is carried out through:
Learni is committed to the accessibility of its professional training programs. All our training programs are accessible to people with disabilities. Our teams are available to adapt teaching methods to your specific needs. Do not hesitate to contact us for any accommodation request.
Learni training programs are available for inter-company and intra-company settings, both in-person and remote. Registration is possible up to 48 business hours before the start of training. Our programs are eligible for OPCO, Pôle emploi, and FNE-Formation funding. Contact us to discuss your training project and funding possibilities.
Recap on automatic natural language processing, presentation of Transformer architectures (BERT, GPT, DistilBERT…), understanding of tokens, attention, pre-training and fine-tuning, Hugging Face ecosystem and role of Transformers.js.
Installation, configuration, loading pre-trained models, limitations compared to the Python version, first scripts for classification, text generation and sentiment analysis.
Use in a web application, asynchronous model loading, browser constraints (performance, size, GPU/CPU), secure model management, demo of integration with React/Vue.js.
Introduction to fine-tuning models, lightweight adaptation strategies, creation and use of custom tokenizers, handling proprietary corpora, multilingual adaptation.
Development through a continuous project: setting up an intelligent chatbot, named entity recognition (NER), automatic summarization and real-time text analysis. Performance management and best practices for production deployment.
Target audience
Developers, data scientists, AI engineers wishing to integrate advanced NLP models into JavaScript applications.
Prerequisites
Mastery of JavaScript (Node.js or browser), basics in machine learning and general understanding of neural networks.
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