Awesome Python Tutorials

This Python Tutorial list its created by Paris Nakita Kejser on YouTube and Medium.

You will find my code assets here. If you like what you are seen then pls subscribe my YouTube channel, Follow me on Medium and hit the star for this repo.

Contents

• Why i use Python
• Unsorted
• Utilities
  • Dependency Management
• REST Frameworks
  • Flask
  • Falcon
  • FastAPI
• Database
  • Elastic
  • MongoDB
  • MySQL
  • Redis
  • Milvus
• AWS - Amazon Web Service
  • S3
  • DynamoDB
  • Lambda
  • API Gateway
  • Cognito
  • CDK
• Testing
  • Unittest
  • Mock

Why i use Python

I'm starting using Python back in 2016, I'm start learning it becures i start building microservices architecture in PHP and over time i relise PHP its not the most optimal developering languages to wirte microservices in and i hit some limit by using Curl orther annoying things.

Then after 2 years i think in 2018 i start learning Pandas and Numpy in a case where i shoud calcualte around 2,500,000 e-commerce products on rules based on brand, category, supplier, supplier country and more, after researching what options i got i get pointed into the Data Sinces world whitout knowing anything about Data Sinces.

I'm start with Python 2.7 and trust me when you are hit Python 3.6+ now, then you shoud not wish to go back for Python 2.7 if you lovle utf-8, encoding and special characters, but if you want challanges with this type of encoding then go back and transport data between differnet systems, platforms and software to hit this issue.

Unsorted

• Learning Django in Python - 13 videos with 2 hours 9 min playtime.

Utilities

• Babel - 3 videos with 30 min playtime.
• Configparser - 3 videos with 15 min playtime.
• Jinja in Python - 5 videos with 25 min playtime.

Dependency Management

• Poetry - My first project - 4 min read - Medium Article

REST Frameworks

Coming soon

Flask

• Flask for beginners - 14 videos with 1 hour 25 min playtime.
• Export metrics from your Python Flask application to Prometheus in Kubernetes and watch your metrics data with Grafana - 3 min read - Medium Article

Falcon

• Falcon for beginners - 9 videos with 1 hour 5 min playtime.

FastAPI

Coming soon

Database

Coming soon

Elastic

Coming soon

MongoDB

• MongoEngine in Python - 8 videos with 1 hour 11 min playtime.

MySQL

Coming soon

Redis

Coming soon

Milvus

• Run a Milvus vector database inside your Amazon EKS (Elastic Kubernetes Service) in cluster mode - 4 min read - Medium Article

• How to use Milvus Vector Database with scale and multi-in-memory replicate of a collection - 4 min read - Medium Article

• Enable Auth and create a new user in your Milvus Cluster on Kubernetes with Helm - 3 min read - Medium Article

AWS - Amazon Web Service

Coming soon!

S3

Coming soon

DynamoDB

• How to use DynamoDB Stream to trigger events nearly real-time data when DynamoDB table items are changed - 3 min read - Medium Article

Lambda

• How to work with Lambda Layers - 4 min read - Medium Article

• Copy data from S3 into EFS with a Lambda function with AWS CDK in Python - 3 min read - Medium Article

API Gateway

Coming soon

Cognito

• AWS Cognito with Python - 4 videos with 31 min playtime.

AWS CDK

• Create a DynamoDB and grant access to Lambda functions and attach it to an API Gateway with AWS CDK - 5 min read - Medium Article

• Create a custom authorizer with a single Lambda function to the API Gateway in AWS to handle custom authentication integration - 3 min read - Medium Article

• Reduces your NAT-traffic bill with Amazon VPC Endpoint (AWS PrivateLink) between AWS services and private VPC in AWS CDK - 3 min read - Medium Article

• How to auto-deploy a new Docker image from ECR when a new image version is pushed and ready to deploy to an ECS Cluster - 5 min read - Medium Article

• Learn how to use the EFS mount point in your ECS Cluster running Fargate with AWS CDK - 4 min read - Medium Article

• Reduce your application cost, by using a single Application Load Balancer with a multi-domain name with Route53 A Record alias using AWS CDK as Infrastructure as Code - 4 min read - Medium Article

• How to use VPC Peering in AWS CDK construct with Python between a Public VPC Network to Private Isolated VPC Network - 3 min read - Medium Article

• How to use VPC Peering cross-accounts in AWS CDK in Python between two different VPC Networks between AWS Accounts - 3 min read - Medium Article

• How to use Certificate Manager to support encrypted traffic in application load balancer in AWS CDK with Python - 4 min read - Medium Article

• Track your Lambda or other AWS Resources near-realtime with cloudwatch metrics using AWS CDK as Infrastructure as Code - 8 min read - Medium Article

• How do automatic disable an AWS Lambda function without removing the function using AWS CDK - 3 min read - Medium Article

• Start using OIDC Provider today, and STOP immediately using the static AWS credentials in your GitHub Actions CI/CD Pipeline to prevent the risk of credentials leaks - 4 min read - Medium Article

Testing

Coming soon

Unittest

• Unittest - 6 videos with 52 min playtime.

Mock

Coming soon

LocalStack - AWS Services locally

• How you can test your AWS cloud infrastructure locally with Pytest and LocalStack inside a Docker containers - 5 min read - Medium Article