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Building data science applications with FastAPI : develop, manage, and deploy efficient machine learning applications with Python /: develop, manage, and deploy efficient machine learning applications with Python. (2023)
Record Type:
Book
Title:
Building data science applications with FastAPI : develop, manage, and deploy efficient machine learning applications with Python /: develop, manage, and deploy efficient machine learning applications with Python. (2023)
Main Title:
Building data science applications with FastAPI : develop, manage, and deploy efficient machine learning applications with Python
Table of ContentsPython Development Environment SetupPython Programming SpecificitiesDeveloping a RESTful API with FastAPIManaging Pydantic Data Models in FastAPIDependency Injection in FastAPIDatabases and Asynchronous ORMsManaging Authentication and Security in FastAPIDefining WebSockets for Two-Way Interactive Communication in FastAPITesting an API Asynchronously with pytest and HTTPXDeploying a FastAPI ProjectIntroduction to Data Science in PythonCreating an Efficient Prediction API Endpoint with FastAPIImplementing a Real-Time Object Detection System Using WebSockets with FastAPICreating a Distributed Text-to-Image AI System Using the Stable Diffusion ModelMonitoring the Health and Performance of a Data Science System.
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