4.5
Intermediate
2h 30min
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.
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.
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 t...Show More
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
Understand the concept of an API
Show more
TAKEAWAY SKILLS
Content
1.
Overview of the Course
1 Lessons
Get familiar with building and deploying Python-based REST APIs on Microsoft Azure.
2.
Building Blocks of an API in Python
6 Lessons
Unpack the core of building REST APIs using Python, including requests, responses, and concurrency.
3.
Learn the Basics of FastAPI
10 Lessons
Go hands-on with FastAPI essentials, including API creation, documentation, parameters, and asynchronous tasks.
4.
Optical Character Recognition API Using Tesseract - Project 1
5 Lessons
Grasp the fundamentals of creating, implementing, and optimizing an OCR API using Tesseract and FastAPI.
5.
Cloud and Microsoft Azure Services
7 Lessons
Gain insight into cloud computing, Microsoft Azure services, App Service, Cognitive Services, and Git basics.
6.
Text Analytics API Using Azure Cognitive Services - Project 2
4 Lessons
Tackle sentiment analysis, key phrase extraction, and API implementation using Azure Cognitive Services.
7.
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.
8.
Appendix
2 Lessons
Get familiar with installing FastAPI, Tesseract, and Pytesseract for OCR operations.
Certificate of Completion
Showcase your accomplishment by sharing your certificate of completion.
Course Author:
Developed by MAANG Engineers
Trusted by 2.8 million developers working at companies
"These are high-quality courses. Trust me. I own around 10 and the price is worth it for the content quality. EducativeInc came at the right time in my career. I'm understanding topics better than with any book or online video tutorial I've done. Truly made for developers. Thanks"
Anthony Walker
@_webarchitect_
"Just finished my first full #ML course: Machine learning for Software Engineers from Educative, Inc. ... Highly recommend!"
Evan Dunbar
ML Engineer
"You guys are the gold standard of crash-courses... Narrow enough that it doesn't need years of study or a full blown book to get the gist, but broad enough that an afternoon of Googling doesn't cut it."
Software Developer
Carlos Matias La Borde
"I spend my days and nights on Educative. It is indispensable. It is such a unique and reader-friendly site"
Souvik Kundu
Front-end Developer
"Your courses are simply awesome, the depth they go into and the breadth of coverage is so good that I don't have to refer to 10 different websites looking for interview topics and content."
Vinay Krishnaiah
Software Developer
Hands-on Learning Powered by AI
See how Educative uses AI to make your learning more immersive than ever before.
AI Prompt
Code Feedback
Explain with AI
AI Code Mentor
Free Resources
