data-engineering-pipeline

Few projects related to Data Engineering including Data Modeling, Infrastructure setup on cloud, Data Warehousing and Data Lake development.

An end-to-end GoodReads Data Pipeline for Building Data Lake, Data Warehouse and Analytics Platform.

One framework to develop, deploy and operate data workflows with Python and SQL.

Data pipeline performing ETL to AWS Redshift using Spark, orchestrated with Apache Airflow

Project demonstrating how to automate Prefect 2.0 deployments to AWS ECS Fargate

Code examples showing flow deployment to various types of infrastructure

Data Engineering Project with Hadoop HDFS and Kafka

Classwork projects and home works done through Udacity data engineering nano degree

Let your pipe lines flow thru the Python code in xonsh.

Deploy a Prefect flow to serverless AWS Lambda function

Apache Spark Guide

A end-to-end real-time stock market data pipeline with Python, AWS EC2, Apache Kafka, and Cassandra Data is processed on AWS EC2 with Apache Kafka and stored in a local Cassandra database.

F1 Data Pipeline

A Data Engineering Project that implements an ETL data pipeline using Dagster, Apache Spark, Streamlit, MinIO, Metabase, Dbt, Polars, Docker. Data from kaggle and youtube-api

Analysis of 311 Service Requests for the City of NYC (from 2010 to 2023) Tech: Prefect cloud, dbt core, BigQuery, Compute Engine, CloudRun, Artifact Registry, Terraform, Docker

ETL pipeline combined with supervised learning and grid search to classify text messages sent during a disaster event

A batch Data Pipeline that retrieves data from a user purchase table and a movie review table and is transformed to form a user behaviour metric table.

Challenge to job: Data Scientist

An end-to-end Twitter Data Pipeline that extracts data from Twitter and loads it into AWS S3.

Data Engineering pipeline hosted entirely in the AWS ecosystem utilizing DocumentDB as the database