Docker for AI / ML
Details
๐ Meetup Event: Docker for AI/ML โ 2-Day Hands-on Workshop
Are you an AI/ML enthusiast or a developer looking to streamline model deployment using Docker? Join us for an intensive 2-day hands-on workshop, where you'll learn how to containerize, deploy, and scale machine learning models efficiently using Docker.
### What You'll Learn:
โ
Understanding Docker and its role in AI/ML workflows
โ
Containerizing AI/ML models for efficient deployment
โ
Building scalable AI/ML applications with Docker Compose & Swarm
โ
Deploying a real-world ML model in a Docker environment
### Workshop Agenda:
๐
Day 1
๐น Introduction to Docker & Containers
๐น Fundamentals of AI-based Image Detection
๐น Deploying an ML Model using Docker
๐
Day 2
๐น Managing AI/ML workloads with Docker Compose
๐น Scaling AI/ML applications with Docker Swarm
๐น Deploying a multi-tier AI/ML application using Docker
Note: This event is specifically organized for MGM College students. Unfortunately, attendees from outside the college will not be able to join.