FastAPI Courses and Certifications

Packt Credential

Ultimate Guide to FastAPI and Backend Development

14 ratings at Coursera

Master FastAPI backend development with REST APIs, databases, authentication, and cloud deployment using Docker and AWS for scalable production applications.

• Coursera
• 4 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 3 courses

Packt

Introduction to FastAPI and Backend Development Fundamentals

10 ratings at Coursera

Discover how to build efficient, scalable REST APIs using FastAPI, covering database integration, async programming, and CRUD operations in this comprehensive Python backend guide.

• Coursera
• 10 hours 29 minutes
• Self-Paced
• Paid Course

Packt

Intermediate Backend Development with FastAPI

Master advanced FastAPI backend development with OAuth2/JWT authentication, database relationships, Celery background tasks, and third-party integrations for scalable APIs.

• Coursera
• 14 hours 44 minutes
• Self-Paced
• Paid Course

Board Infinity

Applied Machine Learning Systems with FastAPI for Developers

Master building production-ready ML systems using Python, scikit-learn, FastAPI, and Docker—covering pipelines, feature engineering, model evaluation, testing, and containerized REST API deployment.

• Coursera
• 21 hours
• Self-Paced
• Paid Course

Ultimate Guide to FastAPI and Backend Development

333 ratings at Udemy

Build REST APIs For The Modern Web. Learn FastAPI, SQLModel, OAuth2, Pytest, React and Docker

• Udemy
• 22 hours 46 minutes
• Self-Paced
• Paid Course

The FastAPI SuperGuide: Create 3 Real-World FastAPI Apps

282 ratings at Udemy

Learn FastAPI, Python, REST APIs, Bootstrap, SQLite, Jinja, and web security; all while creating 3 full-stack web apps!

• Udemy
• 6 hours 51 minutes
• Self-Paced
• Paid Course

FastAPI Course for Beginners

2 ratings

Comprehensive guide to building APIs with FastAPI, covering installation, parameters, request methods, and practical implementation for beginners.

• freeCodeCamp
• 1-2 hours
• Self-Paced
• Free Video

FARM Stack - Full Stack Development with FastAPI, React, and MongoDB

1 rating

Develop a full-stack application using FastAPI, React, and MongoDB. Learn FARM stack advantages, project setup, backend development, database integration, and frontend creation.

• freeCodeCamp
• 57 minutes
• Self-Paced
• Free Video

FASTAPI Banking API with AI&ML Transaction Fraud Detection

32 ratings at Udemy

Learn FastAPI, MLFlow, AI/ML, Docker, Celery etc, to build a banking API with transaction fraud detection

• Udemy
• 1 day 9 hours
• Self-Paced
• Paid Course

Deploying a Machine Learning Model with FastAPI

Master FastAPI deployment techniques for machine learning models using real Census data, covering development, monitoring, and production launch strategies.

• Udacity
• 5 hours
• Self-Paced
• Paid Course

FARM Stack Course - FastAPI, React, MongoDB

Learn to build a CRUD application using FastAPI, React, and MongoDB. Covers backend development, database queries, frontend design, and testing in a practical, hands-on approach.

• freeCodeCamp
• 1-2 hours
• Self-Paced
• Free Video

Credential

Introduction to FastAPI

Master FastAPI by building real apps, creating MCP servers, and deploying to the cloud. Build web apps from scratch, integrate MCP, and streamline development with vibe-coding.

• Zero To Mastery
• 1 hour
• Self-Paced
• Paid Course

Linode

Authenticate Users with FastAPI and Token Authentication

Learn to build an authenticated API using FastAPI and token-based authentication. Covers project setup, user authentication, password hashing, access token creation, and token authorization testing.

• YouTube
• 46 minutes
• Self-Paced
• Free Video

Shaw Talebi

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.

• YouTube
• 29 minutes
• Self-Paced
• Free Video

Tech with Tim

Creating a Full Stack Application with FastAPI and React

Learn to build a full-stack application by connecting FastAPI backend with React frontend, covering setup, CORS handling, routing, and testing while addressing common integration challenges.

• YouTube
• 30 minutes
• Self-Paced
• Free Video