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Richard Vlas's Projects

async-fullstack icon async-fullstack

This is an example of fullstack application running async backend and fetching those APIs in the frontend

capstone-project-azure-machine-learning-engineer icon capstone-project-azure-machine-learning-engineer

This project uses Automated ML and a customized model whose hyperparameters are tuned using HyperDrive. The model trained by AutoML will be later on deployed and could be used as a ML service with which we can interact using REST API.

data-modeling-with-postgres icon data-modeling-with-postgres

The repository shows how to model user activity data to create a database and ETL pipeline in Postgres for a music streaming app. Fact and Dimension tables are defined and data are inserted into new tables.

data-warehouse-with-aws icon data-warehouse-with-aws

The repository shows how to create a data warehouse on AWS with S3 bucket and ETL pipeline for a database hosted on Redshift.

db-forum icon db-forum

A simple webapp to demonstrate how to connect PostgreSQL database with Flask webapp

dvc icon dvc

πŸ¦‰Data Version Control | Git for Data & Models | ML Experiments Management

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