Docker Deployment — Topic Summaries
AI-powered summaries of 4 videos about Docker Deployment.
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Lab 07: Web Deployment (FSDL 2022)
A practical deployment pipeline turns a trained PyTorch text recognizer into a portable, shareable model service—first by compiling it to...
Lab 9: Web Deployment (Full Stack Deep Learning - Spring 2021)
Lab 9 turns a trained paragraph text recognizer into something that can be called over HTTP and packaged for deployment. The core move is speeding up...
Build AI Agent from 0 to Production Deployment | LangChain, Ollama, MLflow & Docker (Full Tutorial)
A unit-conversion AI agent can be built end-to-end—from a single-tool loop to a streaming REST API—then packaged into a Docker container and deployed...
ML Project Template for 2025 - Build ML Pipelines with Python, uv, DVC, FastAPI, Docker
A ready-to-use machine learning project template is positioned as a 2025 blueprint for taking a model from dataset creation to a production-style...