Observability in the MLOps Lifecycle with Prometheus
Explore MLOps monitoring with Prometheus, covering ML deployment challenges, data drift, and model metrics. Learn to enhance existing systems and integrate with tools like Flyte, Seldon Core, and FastAPI.
An Introduction to FastAPI
Explore FastAPI's features for rapid REST API development in Python, covering core concepts, schema creation, documentation, and advanced functionalities.
Intro to Pydantic - Run-Time Type Checking for Your Dataclasses
Explore Pydantic for runtime type checking in Python, enhancing data validation for web APIs using standard type annotations and offering compatibility with dataclasses.
Implementing Shared Functionality Using Middleware
Introduction to writing middleware for web applications, exploring how they work in Flask, Django, and FastAPI. Learn to create custom middleware and leverage community-contributed solutions for essential functionality.
Goodbye, "Hello, World." Hello, Functional FastAPI Web App!
Build a functional FastAPI web app, transitioning from beginner to intermediate. Learn app planning, configuration, structure, and database modeling for real-world scenarios.
Inside Web Framework - Intro to the ASGI Spec, Middleware, and Apps
Explore ASGI specification, create custom apps and middleware, and learn to serve applications using Uvicorn. Gain insights into web framework internals for debugging and optimizing Python web apps.
Building a Model Prediction Server
Learn to create a FastAPI application that serves real-time predictions from a trained scikit-learn model, bridging the gap between model development and production deployment.
Faceoff Fun with Python Frameworks - FastAPI vs Flask
Compara FastAPI y Flask para desarrollo de APIs en Python, analizando características, estructura de código y casos de uso para ayudarte a elegir el framework más adecuado para tu próximo proyecto.
Moving Fast with FastAPI
Explore FastAPI's features and rapid development capabilities through hands-on application building, leveraging existing framework knowledge for efficient web development.
Analyzing COVID Vaccine Popularity in Europe Using FastAPI, Postgres & Azure
Explore COVID vaccine data analysis using FastAPI, Postgres, and Azure. Learn to process, store, and visualize European vaccine popularity data with Python tools and cloud services.
My Journey Using Docker as a Development Tool
Explore Docker for Python development, from basic images to advanced techniques. Learn to dockerize a FastAPI service, manage dependencies, run tests, and optimize for production environments.
Performance Tips by the FastAPI Expert
Optimize FastAPI performance with expert tips from Marcelo Trylesinski. Learn benchmarking techniques and impactful changes to enhance your application's speed and efficiency.
Designing a Human-Friendly CLI for API-Driven Infrastructure
Learn to design a dynamic CLI that generates commands from OpenAPI documentation, improving infrastructure management through a unified interface for both programmatic and human interaction.
Quickly Creating a Production-Ready API Using FastAPI and Docker - Explained with Memes
Learn to create a production-ready API with FastAPI and Docker through memes. Covers data validation, documentation, performance optimization, and deployment, all with editor support and autocompletion.
Beyond Conventional - Embracing Python and LLMs for Quality Assurance
Discover how to revolutionize quality assurance by combining Python with LLMs, implementing proactive monitoring, enhancing test coverage, and creating dynamic documentation for improved software testing.
Generate AI Images in Real-Time Using Flux and FastAPI - Type, Speak, and See Instant Results
Create an interactive AI image generation app with real-time results using FastAPI, OpenAI, and Together API. Implement typing and speech input for a hands-free experience.
How to Deploy Machine Learning Solutions with FastAPI, Docker, and AWS
Deploy ML solutions using FastAPI, Docker, and AWS with a simple 3-step approach. Learn to create APIs, containerize applications, and deploy on cloud platforms for efficient machine learning deployment.
Pydantic Logfire - Uncomplicated Observability
Explore Logfire, a new observability platform from Pydantic's team. Learn how it simplifies app understanding and fixing through live demos and integrations with FastAPI, Postgres, and OpenAI.
FastAPI Internals - Exploring the Framework's Core Mechanisms
Explore FastAPI's inner workings, including dependency injection, routing, middleware, request handling, OpenAPI schema generation, and WebSocket integration. Gain deep insights into this popular Python web framework.
Demystifying AsyncIO - Building Your Own Event Loop in Python
Construya un bucle de eventos de AsyncIO desde cero, explorando conceptos clave y culminando con la ejecución de una aplicación FastAPI para comprender los mecanismos internos de AsyncIO en Python.
Geospatial Validations Using FastAPI and PostGIS
Explore geospatial data integration in web app backends using PostGIS and FastAPI. Learn to leverage geodata for custom validations and efficient processing without complex analysis tools.