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Build a REST API Using Python and Deploy it to Microsoft Azure

1.Overview of the Course

Introduction to the Course

2.Building Blocks of an API in Python

Introduction to REST APIs Structure of a Request and Response Synchronous vs. Asynchronous Web Apps Concurrency vs. Parallel Programming Async-Await in Python Concurrent Programming in Python

3.Learn the Basics of FastAPI

Introduction to FastAPI Create First App Using FastAPI Interactive API Docs - Feature of FastAPI Path Parameters in FastAPI Query Parameters in FastAPI Default and Optional Query Parameters in FastAPI Request Body in FastAPI Implement Background Tasks in FastAPI Implement API With Parallel Processing FastAPI Quiz

4.Optical Character Recognition API Using Tesseract - Project 1

Tesseract and Pytesseract for OCR Perform OCR Using Python Implement OCR API Using FastAPI - 1 Implement OCR API Using FastAPI - 2 Implement OCR API Using FastAPI - 3

5.Cloud and Microsoft Azure Services

Introduction to the Cloud Introduction to Microsoft Azure and Its Basic Terminologies Azure App Service Azure Cognitive Services Azure Application Insights Basic Git Commands Cloud and Microsoft Azure Quiz

6.Text Analytics API Using Azure Cognitive Services - Project 2

Azure Text Analytics Cognitive API Perform Sentiment and Key Phrase Extraction on Text Implement the Azure Text Analytics Service - 1 Implement Azure Text Analytics Service - 2

7.Deploy the REST API on Microsoft Azure

Push the API to Github Create an App Service and Connect to Github for CI/CD Check the GitHub Actions and Test the App Service Create an Application Insights Resource Implement Logging in API Using Application Insights View the Logs in Application Insights Check the CI/CD Pipeline and Test the Final API Summary

Assessment

Pop Quiz

8.Appendix

How can I Install FastAPI How can I Install Tesseract and Pytesseract

Build a REST API Using Python and Deploy it to Microsoft Azure

FastAPI Quiz

Take a quick quiz on FastAPI to test your understanding of the concept.

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