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The Training

An AI training program built for action

Sofia supports your teams in mastering AI and transforming their day-to-day work.

For Your Company

Cette formation permet aux équipes commerciales d'accroître significativement leur productivité en automatisant les processus de vente quotidiens, en optimisant l'utilisation des outils CRM pour une meilleure gestion des données clients, en créant des assistants GPT sur mesure adaptés à leurs besoins spécifiques, et en tirant parti de la puissance de l'IA pour générer des résumés détaillés des appels ainsi que des e-mails personnalisés et pertinents envoyés immédiatement après.

7 – Workflow for Deploying and Industrializing an AI Project

Duration: ~3h30–4h

  • Identifying the use case

  • Assessing the current state

  • Experimentation phase (PoC)

  • Validation (robustness, go/no-go)

  • Integration (APIs, pipelines, scalability)

  • Industrialization (Docker, Kubernetes, CI/CD, monitoring, MLOps)

  • Security & compliance (GDPR, AI Act)

  • Ongoing monitoring and continuous improvement

Modular pathways for targeted upskilling.

Dernière mise à jour : 23/10/2025

0 – Artificial Intelligence: From Origins to Modern Applications

Duration: ~3h

  • Origins and definitions

  • AI families (symbolic, ML, deep learning, generative)

  • Recent developments (LLMs, diffusion, agents, frugal AI)

  • Industrial applications and limitations

  • Preprocessing, computer vision, cross-validation

  • Outlook and challenges

1 – Panorama of Today’s AI

Duration: ~2h30–3h

  • The five major families (LLMs, visual AI, audio AI, analytical AI, educational AI)

  • Concrete use cases

  • Multimodal convergence

  • Job impacts and reskilling

  • Strategic recommendations (training, experimentation, ethics)

2 – LLMs: A Revolution in Software Development

Duration: ~2h30

  • Applications (coding assistance, bug fixing, documentation)

  • Technical advantages (APIs, frameworks, libraries)

  • A new paradigm: the developer as supervisor

  • Productivity gains (up to 30× faster, less code, auto-generated docs) An essential skill

3 – Improving Communication with LLMs

Duration: ~2h

  • Text correction and enhancement

  • Automated writing (emails, content)

  • Meeting summarization

  • Translation and language accessibility

  • Toward augmented communication (efficiency, consistency, democratization)

7 – Workflow for Deploying and Industrializing an AI Project

Duration: ~3h30–4h

  • Identifying the use case

  • Assessing the current state

  • Experimentation phase (PoC)

  • Validation (robustness, go/no-go)

  • Integration (APIs, pipelines, scalability)

  • Industrialization (Docker, Kubernetes, CI/CD, monitoring, MLOps)

  • Security & compliance (GDPR, AI Act)

  • Ongoing monitoring and continuous improvement

4 – Panorama of Machine Learning Models

​Duration: ~3h

  • Paradigms: supervised, unsupervised, semi-supervised, self-supervised, reinforcement

  • Key applications and algorithms

  • Advantages and limitations of each approach

  • Summary diagram and selection criteria

5 – Neural Networks and Deep Learning

Duration: ~3h30

  • Structure and operation (forward pass, backpropagation)

  • Activation functions

  • Network types: ANN, CNN, RNN, Transformers

  • Optimization and regularization

  • Applications (vision, NLP, audio, robotics, finance)

  • Limits and challenges (resources, explainability, …)

6 – 2025: The Year of AI Agents

Duration: ~2h

  • Definition and how they differ from chatbots

  • Toolkit (web, communication, e-commerce, development, APIs)

  • Outlook (productivity, accessibility, intelligent autonomy)

  • 2025 forecast (30% of tasks automated)

  • Preparation (skills, transformations, supervision)

7 – Workflow for Deploying and Industrializing an AI Project

Duration: ~3h30–4h

  • Identifying the use case

  • Assessing the current state

  • Experimentation phase (PoC)

  • Validation (robustness, go/no-go)

  • Integration (APIs, pipelines, scalability)

  • Industrialization (Docker, Kubernetes, CI/CD, monitoring, MLOps)

  • Security & compliance (GDPR, AI Act)

  • Ongoing monitoring and continuous improvement

Request a free 30-minute consultation

Enjoy a personalized Session and get clear answers to your questions about AI training.

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Assemble the modules that matter build your own path!

Dernière mise à jour : 23/10/2025
​(Cette formation vient d'être introduite)

Sofia supports your teams in mastering AI and transforming their day-to-day work.

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Sofia is a consulting firm specialized in artificial intelligence. We offer AI training as well as audit and consulting services to dramatically boost productivity for both businesses and individuals.

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