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aws_opensearch_sample_iac

Infrastructure as code using AWS CDK for a sample search application; AWS CDK, C#, OpenSearch, Lambda, IAM, and API Gateway are used to build the sample app and its infrastructure.

azureml_optimizing_a_pipeline

Optimizing an ML pipeline on Azure

cloud-data-warehouses

ETL pipeline that extracts data from S3, stages it in Redshift, and transform data to dimensional tables for analytics

data-lakes-with-spark

ETL pipeline that loads data from S3, transforms using Spark, and puts the analytics tables back in S3

data-modeling

ETL pipeline in Postgres for music streaming data

data-pipelines-with-airflow

Data Pipelines with Airflow

data-warehouse

ETL big data from S3 to Redshift through Airflow

digital-reminder

QR code generator web app with dynamic content for calendar events; app generated QR code will allow a smart phone to scan and add event to calendar with minimum manual intervention. Azure static web apps, function app for api, and QRCoder library are key components of the tech stack for this solution.

generative-ai-cdk-constructs

AWS Generative AI CDK Constructs are sample implementations of AWS CDK for common generative AI patterns.

lambda-refarch-webapp

The Web Application reference architecture is a general-purpose, event-driven, web application back-end that uses AWS Lambda, Amazon API Gateway for its business logic. It also uses Amazon DynamoDB as its database and Amazon Cognito for user management. All static content is hosted using AWS Amplify Console.

nd00333_azmlnd_c2

no-sql-data-modeling

Data Modeling with Apache Cassandra

notesapp

A CRUD web app to manage notes; this is based on a hands-on excercise from aws built using AWS Amplify, Cognito, AppSync, and S3.