Master Machine Learning Deployment: Free Course on FastAPI & Docker

Are you a data scientist or developer looking to take your machine learning models to production? This comprehensive course, “Déploiement de Modèles ML en Production avec FastAPI & Docker,” offers a complete guide to deploying your machine learning models efficiently. Created by Tech Académie, the course walks you through the entire deployment cycle, from developing robust APIs with FastAPI to containerizing your applications with Docker for maximum scalability.

Throughout this engaging course, you will learn essential skills in deploying machine learning models in real-world environments. You’ll gain hands-on experience with three end-to-end projects, including implementing REST APIs and deploying on cloud platforms like Heroku and Microsoft Azure. Alongside technical skills, the course emphasizes best practices for CI/CD pipelines, testing, and monitoring, ensuring that you are well-prepared for the industry’s challenges.

Join over 2,200 students who have benefited from the course’s interactive approach and unique pedagogical methods. Enroll today to enhance your skills in machine learning deployment and start building scalable applications that make a real impact in the tech world.

What you will learn:

• Create and deploy machine learning models in production environments
• Develop robust APIs with FastAPI for serving ML models
• Containerize ML applications with Docker to ensure portability and scalability

Course Content:

• Sections: 14
• Lectures: 56
• Duration: 3h 50m

Requirements:

• Basic knowledge of Python (data structures, functions)
• Fundamental understanding of machine learning concepts

Who is it for?

• Data scientists looking to deploy machine learning models
• ML engineers wanting to enhance their deployment skills
• Python developers specializing in machine learning applications
• IT professionals integrating ML solutions
• Data science students seeking practical MLOps skills
• Anyone aiming to move from prototype to production in ML projects

What are you waiting for to get started?

Enroll today and take your skills to the next level. Coupons are limited and may expire at any time!

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