Tutorials

Videos on YouTube:

Web API with FastAPI, RabbitMQ and Celery

Event-Driven Microservice with RabbitMQ and FastAPI

FastAPI Endpoint Types with Pydantic

ML Pipeline End-to-End Solution

Publishing Your Python Library on PyPI

Serving ML Model with Docker, RabbitMQ, FastAPI and Nginx

Dockerfile and Docker Compose Tutorial

FastAPI Running on Kubernetes Pod

Routing Traffic Between FastAPI Pods in Kubernetes

FastAPI on Kubernetes with NGINX Ingress

RabbitMQ on Kubernetes in Skipper

MLOps with TensorFlow and Kubernetes Powered by RabbitMQ and FastAPI

MLOps: Sharing Model Across Services

MLOps: Scaling TensorFlow Model on Kubernetes

Running Kubernetes on Oracle Cloud OCI

MLOps: Extend Skipper ML Services

BIY Workflow with FastAPI, Python and Skipper

Python Numpy Array in ML Services

Scale FastAPI on Kubernetes Pod

Articles:

ML Pipeline End-to-End Solution, article on Towards Data Science

MLOps with Kubernetes, RabbitMQ and FastAPI, article on Towards Data Science