Grasp Docker for real-world AI & ML workflows — Dockerfiles, Compose, Docker Mannequin Runner, Mannequin Context Protocol (MCP)
What you’ll be taught
Run and handle Docker containers tailor-made for AI/ML workflows
Containerize Jupyter notebooks, Streamlit dashboards, and ML improvement environments
Bundle and deploy Machine Studying fashions with Dockerfile
Publish your ML Tasks to Hugging Face Areas
Push and pull photos from DockerHub and handle Docker picture lifecycle
Apply Docker greatest practices for reproducible ML analysis and collaborative initiatives
LLM Inference with Docker Mannequin Runner
Setup Agentic AI Workflows with Docker Mannequin Context Protocol (MCP) Toolkit
Construct and Deploy Containerised ML Apps with Docker Compose
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