Model Packing and Shipping with Python

🚀 Join us for an exciting Ubuntu TechHive meetup where we'll delve into packaging both machine learning models and APIs for deployment! Whether you're new to the field or looking to expand your knowledge, this beginner-friendly session is designed to walk you through the process step by step.

🎯 Agenda:

• Introduction: Get acquainted with the concept of packaging ML models and APIs for deployment.
• Manual Process: Explore the manual process of packaging ML models and APIs.
• Infrastructure as Code (IaC) Tooling: Discover the use of IaC tooling for Continuous Integration and Continuous Delivery.
• Python Tooling: Learn about Python tooling such as Rye and UV, FastAPI and Pydantic, dagger.io, TerraformCDK, scikit-learn, Keras, and more for packaging and deployment.

📍 Who Should Attend?

• Beginners interested in packaging ML models and APIs for deployment.
• Tech enthusiasts looking to expand their knowledge in Python tooling.

👋 We look forward to seeing you there and exploring the exciting world of packaging ML models and APIs for deployment together!