Data Science With Fastapi Road Map

Dec 21, 2023

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1. Introduction To Fastapi For Data Science

   1. Why Fastapi Best Framework Data Science
   2. Setting Up Fastapi For Data Science Projects

2. Building Rest Apis For Data Science Applications

   1. Creating First Fastapi Endpoint Pydantic
   2. Handling Data Fastapi Pandas Csv Json Dataframes

3. Machine Learning Model Deployment With Fastapi

   1. Deploy Machine Learning Models Fastapi Guide
   2. Deploy Scikit Learn Tensorflow Models Fastapi

4. Database and data storage for fastapi applications

   1. Connecting Fastapi Postgresql Data Science
   2. Fastapi Mongodb Tutorial Store Json Nosql

5. Authentication Security And Api Optimization

   1. Fastapi Authentication Security Oauth2 Jwt
   2. Optimize Deploy Fastapi Production