update with new medium link

Author: parisnakitakejser

README.md

@@ -1,5 +1,4 @@
-# ![Awesome](https://cdn.rawgit.com/sindresorhus/awesome/d7305f38d29fed78fa85652e3a63e154dd8e8829/media/badge.svg) Awesome Python Tutorials 
-
+# ![Awesome](https://cdn.rawgit.com/sindresorhus/awesome/d7305f38d29fed78fa85652e3a63e154dd8e8829/media/badge.svg) Awesome Python Tutorials
 
 > This Python Tutorial list its created by [Paris Nakita Kejser](https://www.pnk.sh) on [YouTube](https://www.youtube.com/channel/UCkFxhKB3S-JzvbXzYrZGFqw) and [Medium](https://medium.com/@parisnakitakejser).
 
@@ -10,6 +9,7 @@ You will find my code assets here. If you like what you are seen then pls subscr
 - [Why i use Python](#why-i-use-python)
 - [Unsorted](#unsorted)
 - [Utilities](#utilities)
+  - [Dependency Management](#dependency-management)
 - [REST Frameworks](#rest-frameworks)
   - [Flask](#flask)
   - [Falcon](#falcon)
@@ -32,76 +32,100 @@ You will find my code assets here. If you like what you are seen then pls subscr
   - [Mock](#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](https://www.pnk.sh/courses/learning-django-in-python) - 13 videos with 2 hours 9 min playtime.
 
 # Utilities
+
 - [Babel](https://www.pnk.sh/courses/babel-in-python) - 3 videos with 30 min playtime.
 - [Configparser](https://www.pnk.sh/courses/configparser-in-python) - 3 videos with 15 min playtime.
 - [Jinja in Python](https://www.pnk.sh/courses/jinja-in-python) - 5 videos with 25 min playtime.
 
+## Dependency Management
+
+- [Poetry - My first project](https://medium.com/devops-techable/why-do-i-recommend-poetry-and-how-do-you-get-started-78d411dd9f2d) - 4 min read - Medium Article
+
 # REST Frameworks
+
 Coming soon
 
 ## Flask
+
 - [Flask for beginners](https://www.pnk.sh/courses/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](https://medium.com/devops-techable/export-metrics-from-your-python-flask-application-to-prometheus-in-kubernetes-and-watch-your-9d45164f7adc) - 3 min read - Medium Article
 
 ## Falcon
+
 - [Falcon for beginners](https://www.pnk.sh/courses/falcon-for-beginners) - 9 videos with 1 hour 5 min playtime.
 
 ## FastAPI
+
 Coming soon
 
 # Database
+
 Coming soon
 
 ## Elastic
+
 Coming soon
 
 ## MongoDB
+
 - [MongoEngine in Python](https://www.pnk.sh/courses/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](https://medium.com/devops-techable/run-a-milvus-vector-database-inside-your-amazon-eks-elastic-kubernetes-service-in-cluster-mode-680fc5dfa3ae) - 4 min read - Medium Article
 
 - [How to use Milvus Vector Database with scale and multi-in-memory replicate of a collection](https://medium.com/devops-techable/how-to-use-milvus-vector-database-with-scale-and-multi-in-memory-replicate-of-a-collection-2f435a607e19) - 4 min read - Medium Article
 
 - [Enable Auth and create a new user in your Milvus Cluster on Kubernetes with Helm](https://medium.com/devops-techable/enable-auth-and-create-a-new-user-in-your-milvus-cluster-on-kubernetes-with-helm-2e3f9f6d88e0) - 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](https://medium.com/devops-techable/dynamodb-streams-to-get-nearly-real-time-data-on-dynamodb-event-changes-ed1795abcfd5) - 3 min read - Medium Article
 
 ## Lambda
+
 - [How to work with Lambda Layers](https://medium.com/devops-techable/how-to-work-with-lambda-layers-352ddb32f345) - 4 min read - Medium Article
 
 - [Copy data from S3 into EFS with a Lambda function with AWS CDK in Python](https://medium.com/devops-techable/copy-data-from-s3-into-efs-with-a-lambda-function-with-aws-cdk-in-python-aws-cdk-3a4612ae265c) - 3 min read - Medium Article
 
 ## API Gateway
+
 Coming soon
 
 ## Cognito
+
 - [AWS Cognito with Python](https://www.pnk.sh/courses/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](https://medium.com/devops-techable/create-a-dynamodb-and-grant-access-to-lambda-functions-and-attach-it-to-an-api-gateway-with-aws-cdk-feabd3a6c925) - 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](https://medium.com/devops-techable/create-a-custom-authorizer-with-a-single-lambda-function-to-the-api-gateway-in-aws-to-handle-custom-526373e17f61) - 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](https://medium.com/devops-techable/reduces-your-nat-traffic-bill-with-amazon-vpc-endpoint-aws-privatelink-between-aws-services-and-cc1b792963fd) - 3 min read - Medium Article
@@ -110,7 +134,7 @@ Coming soon
 
 - [Learn how to use the EFS mount point in your ECS Cluster running Fargate with AWS CDK](https://medium.com/devops-techable/learn-how-to-use-the-efs-mount-point-in-your-ecs-cluster-running-fargate-with-aws-cdk-e5c9df435c8b) - 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](https://medium.com/devops-techable/reduce-your-application-cost-by-using-a-single-application-load-balancer-with-a-multi-domain-name-e9e346fa879a) - 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](https://medium.com/devops-techable/reduce-your-application-cost-by-using-a-single-application-load-balancer-with-a-multi-domain-name-e9e346fa879a) - 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](https://medium.com/devops-techable/how-to-use-vpc-peering-in-aws-cdk-construct-with-python-between-a-public-vpc-network-to-private-d7aca9254ef5) - 3 min read - Medium Article
 
@@ -125,13 +149,17 @@ Coming soon
 - [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](https://medium.com/devops-techable/start-using-oidc-provider-today-and-stop-immediately-using-the-static-aws-credentials-in-your-dfa1a82d9ac2) - 4 min read - Medium Article
 
 # Testing
+
 Coming soon
 
 ## Unittest
+
 - [Unittest](https://www.pnk.sh/courses/unittest-in-python) - 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](https://medium.com/devops-techable/how-you-can-test-your-aws-cloud-infrastructure-locally-with-pytest-and-localstack-inside-a-docker-db4bccfa422) - 5 min read - Medium Article
+
+- [How you can test your AWS cloud infrastructure locally with Pytest and LocalStack inside a Docker containers](https://medium.com/devops-techable/how-you-can-test-your-aws-cloud-infrastructure-locally-with-pytest-and-localstack-inside-a-docker-db4bccfa422) - 5 min read - Medium Article