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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 Mastering Mistral: Complete Training on the French AI Language Model 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 Mastering Mistral: Complete Training on the French AI Language Model 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 Mastering Mistral: Complete Training on the French AI Language Model 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.
Presentation of the AI and NLP context in France, overview of language models (GPT, Mistral, Bloom...), positioning of Mistral. Presentation of use cases: text generation, chatbots, automatic summarization, QA, etc. Overview of ethical and regulatory aspects (GDPR, AI Act).
Installation, API access, basic configuration, first requests. Practical examples (text generation, Q&A, translation, summarization). Prompt structure and best practices for relevant results. Limitations, quotas, error handling.
Adapting prompts for each business case, fine-tuning, integration into web or mobile applications (Python, NodeJS, etc.), data security and anonymization. Monitoring metrics, performance evaluation, model sharing and documentation.
Managing biases, model explainability, protecting sensitive data, audit and compliance. Practical workshop on detecting/managing inappropriate content. Update on European standards and regulatory compliance.
Project workshop: design of a complete prototype (chatbot, automatic generator, research assistant). Load testing, documentation, advice for operation and technical support. Feedback on experiences and key watchpoints.
Target audience
Developers, data scientists, AI engineers, IT project managers
Prerequisites
Basics in Python and artificial intelligence. General knowledge in machine learning appreciated.
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