Table of Contents FastAPI for MLOps: Python Project Structure and API Best Practices Introduction What You Will Build and Learn Why Software Engineering Comes First in MLOps Best Practices Where This Fits in the Overall Curriculum Python Project Structure Best Practices for MLOps How to Structure a Python Project with src/ Layout Python Project Structure Explained: Repository Walkthrough Python Project Structure Best Practices: Directory Breakdown How This Structure Scales to Larger ML Systems Managing Python Dependencies with Poetry for ML Projects Python Poetry vs PDM vs UV: Choosing a Package Manager for MLOps Understanding pyproject.toml for Python Project Configuration Installing Dependencies (Poetry, PDM, UV) Managing Python Virtual Environments for Reproducible MLOps Automating MLOps Setup with Python Environment Scripts Configuration Management in MLOps: YAML, .env, and Pydantic Using Pydantic Settings for MLOps Configuration Management What This Means for MLOps Configuration and System Design…