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Taught by Tech Leads

Master pipelines, cloud & AI to become an operational Data Engineer.

DataScientist.fr
Short programs

Deploy Your AI Models to Production

Train in MLOps and learn how to deploy robust, traceable, and end-to-end monitored AI/ML models into production with expert guidance.

Why choose us?

Concrete project inovant

Improve/accelerate your career

Interactive platform with AI assistant

Why train in MLOps?

Companies have moved past AI POCs: the real challenge now is industrializing models, controlling their costs, and guaranteeing performance over time. MLOps has become a key skill at the intersection of Data Engineering, Machine Learning, and production.

4 reasons to join this MLOps program:

  • Move from isolated AI POCs to real production products that are monitored and maintainable.
  • Position yourself for highly sought-after hybrid roles (Data Engineer / ML Engineer / MLOps).
  • Master essential market tools: MLflow, FastAPI, Docker, Hugging Face, LangChain, Qdrant, Grafana, Evidently…
  • Learn from MLOps Tech Leads still in role, on a capstone project deployed end to end.
With this training, you turn your AI / ML knowledge into a concrete ability to deliver, operate, and improve models in a real environment.
  • Industrialize your AI / ML models
  • Hybrid Data Engineer / ML Engineer roles
  • Key tools: MLflow, FastAPI, Docker, HF, LangChain…
  • Guidance from MLOps Tech Leads still in role

What you will learn

A structured path covering the entire MLOps chain.

Module 1 – AI Landscape

  • ML, deep learning and generative AI
  • Lifecycle of an AI project
  • Training and inference costs

Module 2 – Mathematics for Engineering

Module 3 – Feature Engineering

Module 4 – Classic ML Models

Module 5 – Deep Learning

Module 6 – MLOps: Tracking

Module 7 – Model Serving

Module 8 – GenAI Engineering

Module 9 – AI Observability

Module 10 – Capstone Project: “The Smart Support API”

A specialized platform

Interactive Live Coding

Code directly and apply what you learn immediately through interactive exercises and instant feedback. No passive theory, just practical practice.

Interactive Live Coding

Integrated AI Assistant

Interactive Adaptive Quizzes

Completion Certificate

Interactive Live Coding

Tech Leads still in the field to guide you

Photo de Romain DE LA SOUCHÈRE

Romain DE LA SOUCHÈRE

Tech Lead, CTO AXI Technologies

11+ years in Cloud & Infrastructure, Generative AI Expert

Photo de Dr. Hatim CHAHDI

Dr. Hatim CHAHDI

Data & AI Director, CEO AXI Technologies

14+ years of experience in Data & AI, Microsoft MCT

Photo de Dr. Rémy PEYRET

Dr. Rémy PEYRET

Head of AI at PRIMAA, computer vision expert

12+ years in AI, PhD Machine Learning, Head of AI MedTech.

Photo de Hamza GUEREHOUNE

Hamza GUEREHOUNE

Tech Lead Data, Senior Analytics Engineer

13+ years in Data & Azure, Power BI Expert

Photo de Florian COUROUGE

Florian COUROUGE

Apache Kafka Expert & Senior DevOps Engineer

10+ years of experience, Kafka & Streaming Expert, Confluent Speaker

Photo de Valentin DEGRANGE

Valentin DEGRANGE

Multidisciplinary expert and mentor

10+ years in Data & Software, Python & SaaS Expert

Photo de Anass EL GHALLAB

Anass EL GHALLAB

Specialist in critical flows and data integration

12+ years in Data & Azure, Talend & Cloud Expert

Photo de Cristian GHITU

Cristian GHITU

Big Data & Machine Learning Expert

6+ years in Data Science & Data Engineering, Python, Scala, Spark Expert

They did it!

And it changed their career.

4.9/5

« I would like to thank Aïcha for her support and Romain for the quality of the live Azure sessions. Plus, a great platform for the content! »

Nesrine C

« I recommend it wholeheartedly! I passed the Microsoft Azure AZ-900 certification on the first try. After signing up, I had access to a complete prep course on their platform with videos, labs, and practice exams whose questions were very close to the real exam. I also had live training sessions with an AI PhD expert on Azure. I scored 910/1000. Thanks again to Hatim for his support — the practice exam on the platform is also excellent. »

Maha Saghir

« Great platform with very high-quality content! The instructors are professional experts and are always there to help you. I recommend it if you want to learn data and cloud concepts, and if you want to pass certifications in the most productive way! »

Taha Chachoua

« The Kubernetes training I took helped me better understand container orchestration and deploying applications in a cluster. Thanks to the practical exercises, I gained a solid grasp of Minikube, Kubectl, and concepts such as pods, services, and deployments. Very enriching and applicable to my DevOps projects! »

Nada Bouaouaja

Review published on the DataScientist.fr platform

« I found this Docker training for beginners very well built and suited to people with no prior container experience. The instructor's teaching: clear explanations, concrete examples, and a good balance between theory and practice. »

Salam MEJRI

Review published on the DataScientist.fr platform

Format & Upcoming session

Duration & pace

  • 200h of training
  • Part-time: 12h / week - 4 months - 2 live sessions / week
  • Intensive: 36h / week - 6 weeks - 3 live sessions / week

Support

  • Classes of 15 learners maximum for personalized follow-up
  • Learning based on real projects with expert supervision

Flexibility

  • 100% online and part-time, accessible from anywhere
  • Designed for professional and personal constraints

Recognition

  • Certificate issued by DataScientist.fr shareable on LinkedIn

Upcoming session

  • Contact us to join the upcoming sessions
  • Admission goes through a selective application process

Adapted financing solutions

qualiopiopco
  • A certified training provider : Qualiopi certification for training activities.
  • Various financings : OPCO, AIF, France Travail, regional funding, companies…
  • Your financed training : it is very common for our learners to have little or no remaining balance.
  • Customized accompaniment : we help you get the financing adapted to your situation :

FAQ

Take a moment to discuss your training project with an advisor.

Ready to transform your ambition into concrete skills ?

In 200 hours, pass from Advanced·e to MLOps operational·le

Join a cohort of professionals determined to change their trajectory, guided by Tech Leads still in the field who know what “shipping” means in real life.