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

Gain insights into building REST APIs with FastAPI, explore parallel processing in Python, and discover how to deploy APIs on Microsoft Azure with a CI/CD pipeline using GitHub.

Intermediate

43 Lessons

2h 30min

Certificate of Completion

Gain insights into building REST APIs with FastAPI, explore parallel processing in Python, and discover how to deploy APIs on Microsoft Azure with a CI/CD pipeline using GitHub.

AI-POWERED

Explanations

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Explanations

This course includes

1 Assessment

27 Playgrounds

This course includes

1 Assessment

27 Playgrounds

Course Overview

In this course, you will learn how to build a REST API using a lighter web framework for Python, i.e., FastAPI. You will learn the basics of FastAPI and learn how to implement parallel processing in Python APIs. Finally, you will deploy your API on Microsoft Azure and build a Continuous Integration/Continuous Development (CI/CD) Pipeline using Github.

TAKEAWAY SKILLS

Python

Api

Rest Api

Fastapi

What You'll Learn

Understand the concept of an API

Learn about FastAPI Python web framework

Learn to implement Optical Character Recognition

Learn and understand different services provided by Azure

Get familiarized with Git and GitHub

Build and Deploy an API to Microsoft Azure App Services

What You'll Learn

Understand the concept of an API

Course Content

Overview of the Course

Get familiar with building and deploying Python-based REST APIs on Microsoft Azure.

Introduction to the Course

Building Blocks of an API in Python

Unpack the core of building REST APIs using Python, including requests, responses, and concurrency.

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

Learn the Basics of FastAPI

Go hands-on with FastAPI essentials, including API creation, documentation, parameters, and asynchronous tasks.

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

Optical Character Recognition API Using Tesseract - Project 1

Grasp the fundamentals of creating, implementing, and optimizing an OCR API using Tesseract and FastAPI.

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

Cloud and Microsoft Azure Services

Gain insight into cloud computing, Microsoft Azure services, App Service, Cognitive Services, and Git basics.

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

Text Analytics API Using Azure Cognitive Services - Project 2

4 Lessons

Tackle sentiment analysis, key phrase extraction, and API implementation using Azure Cognitive Services.

Deploy the REST API on Microsoft Azure

8 Lessons

Master the steps to deploy a Python REST API to Microsoft Azure using CI/CD and logging.

Pop Quiz

Assessment

Appendix

2 Lessons

Get familiar with installing FastAPI, Tesseract, and Pytesseract for OCR operations.

Course Author

Trusted by 1.4 million developers working at companies

Anthony Walker

@_webarchitect_

Emma Bostian 🐞

@EmmaBostian

Evan Dunbar

ML Engineer

Carlos Matias La Borde

Software Developer

Souvik Kundu

Front-end Developer

Vinay Krishnaiah

Software Developer

Eric Downs

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Kenan Eyvazov

DevOps Engineer

Anthony Walker

@_webarchitect_

Emma Bostian 🐞

@EmmaBostian

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