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_

Evan Dunbar

ML Engineer

Carlos Matias La Borde

Software Developer

Souvik Kundu

Front-end Developer

Vinay Krishnaiah

Software Developer

Eric Downs

Musician/Entrepeneur

Kenan Eyvazov

DevOps Engineer

Souvik Kundu

Front-end Developer

Eric Downs

Musician/Entrepeneur

Anthony Walker

@_webarchitect_

Evan Dunbar

ML Engineer

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