Popular GitHub Repositories for Redshift

Timeseries Anomaly detection and Root Cause Analysis on data in SQL data warehouses and databases

A SQL port of python's scikit-learn preprocessing module, provided as cross-database dbt macros.

Anything 4.5, Anything 3.0, Waifu Diffusion, Stable Diffusion 2.1, H Diffusion, Midjourney, Redshift

DataOps Data Quality TestGen is part of DataKitchen's Open Source Data Observability. DataOps TestGen delivers simple, fast data quality test generation and execution by data profiling,  new dataset hygiene review, AI generation of data quality validation tests, ongoing testing of data refreshes, & continuous anomaly monitoring

This project uses the open-source model Mixtral 8x7B Instruct, deployed in Amazon SageMaker or invoked via API on Amazon Bedrock, to enable users to chat with their database using natural language, without writing any code or SQL query.

Convert AWS S3 Access Logs to Parquet for use with AWS Athena or Redshift

This repository contains a definition of standar structure for Machine Learning and Data Pipelines Projects

This is an end-to-end AWS Cloud ETL project. This orchestration uses Apache Airflow on AWS EC2 as well as AWS Glue. It demonstrates how to build ETL pipeline that would perform data transform using Glue job/crawler as well as loading into a Redshift table. It also shows how to connect Amazon Athena to Glue Data Catalog, and Power BI to Redshift.

This is an end-to-end AWS Cloud ETL project. This data pipeline orchestration uses Apache Airflow on AWS EC2 as well as AWS Lambda. It demonstrates how to build ETL data pipeline that would perform data transformation using Lambda function as well as loading into a Redshift cluster table. The data would then be visualized using Amazon QuickSight.