August 2022
Intermediate
1h 59m
English
Overview
Build Real-World AWS Microservices with Python and FastAPI From Zero.
Practice end-to-end DevOps from scratch!
This video will show you how to start from the absolute beginning of DevOps and build a real-world AWS microservice with Python and FastAPI. Topics Covered Include:
- 00:00 Introduction
- 01:00 Learning to use Github CodeSpaces
- 03:00 Building Python Project Scaffolding
- 06:50 Building Python virtualenv
- 09:00 Adding a Python Dependency
- 22:58 Setup GitHub Actions
- 34:00 Running Pylint on your project
- 42:00 Using a library you created
- 46:00 Building library tests with Pytest
- 51:00 Building CLI tools with Python Fire
- 59:00 Using IPython with libraries
- 01:02:09 Exploring Python wikipedia library
- 01:08:00 Using FastAPI and uvicorn
- 01:15:00 Exploring FastAPI Swagger API docs for microservice with wikipedia library
- 01:18:00 Adding NLP with textblob library in Python
- 01:29:00 Running tests with Pytest
- 01:34:00 Integrating Docker with FastAPI
- 01:50:00 Using AWS ECR (Elastic Container Registry) with FastAPI
- 01:52:00 Integrating AWS CodeBuild for Continuous Delivery to ECR
- Using AWS to build real-world microservices
- Deploying AWS microservices with AWS CloudBuild and AWS App Runner for FastAPI
- Practice end-to-end DevOps from scratch with Python and FastAPI
- Pytest Master Class
- AWS Solutions Architect Professional Course
- Github Actions and GitOps in One Hour Video Course
- Jenkins CI/CD and Github in One Hour Video Course
- AWS Certified Cloud Practitioner Video Course
- Advanced Testing with Pytest Video Course
- AWS Solutions Architect Certification In ONE HOUR
- Python for DevOps Master Class 2022: CI/CD, Github Actions, Containers, and Microservices
- MLOPs Foundations: Chapter 2 Walkthrough of Practical MLOps
- Learn Docker containers in One Hour Video Course
- Introduction to MLOps Walkthrough
- AZ-900 (Azure Fundamentals) Quick reference guide
- 52 Weeks of AWS Episode 8: Infrastructure as Code with CDK and AWS Lambda
- Learn GCP Cloud Functions in One Hour Video Course
- Python Devops in TWO HOURS!
- MLOps Platforms From Zero: DatMLOps Platforms From Zero: Databricks, MLFlow/MLRun/SKLearn
- AWS Machine Learning Certification In ONE HOUR
- Fast, documented Machine Learning APIs with FastAPI
- Zero to One: AWS Lambda with SAM and Python in One Hour
- AWS Storage Solutions 2022: EBS/S3/EFS/Glacier
- Python Bootcamp for Data
- Testing In Python book
- Minimal Python book
- Practical MLOps book
- Python for DevOps-Playlist
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