Data Engineering Library

This library is a resource of collected resources that I’ve found helpful along with way of my journey, learning in data engineering.

Data ArticlesPermalink

• How To Decide Fast
• An early-stage founder’s guide to building out your data stack
• What is the Difference Between A Business Glossary, A Data Dictionary, and A Data Catalog, and How Do They Play A Role In Modern Data Management?
• 7 Elements of a Data Strategy
• The 5 Essential Components of a Data Strategy
• 5 Steps to Build an Enterprise Data Strategy, Straight From an Expert
• So you’re using dbt tests—what’s next in data quality?
• DBT structuring projects
• The Baseline Data Stack - Going Beyond The Modern Data Stack - Part 1
• Becoming/Hiring Data Engineers/DataScience
• End 2 End ML with ChaptGPT
• There is no data engineering road map
• How To Start Your Next Data Engineering Project
• 6 Side Project Ideas for New and Experienced Data Engineers
• Deleting Your Dashboards can be healthy
• Measuring the Impact of Your Data Team
• Your Data Strategy Needs to Include Everyone
• Optimizing PostgreSQL for High Connections: A Comprehensive Guide

HubSpotPermalink

• How to create Todays Date property and update automatically daily

TalksPermalink

NewslettersPermalink

• Seattle Data Guy Newsletter
• Data Engineering Weekly

Big ListsPermalink

• Awesome Data Engineering
• Awesome Big Data
• Awesome Data Science
• Awesome Data Viz
• Reddit: Data engineering

ToolsPermalink

• Python Tools for Data Engineers
• DB Sharding Visual - ByteByteGo
• Understanding Database Types

Learning DataPermalink

• SQL Zoo
• SQL Case Studies 8 Week Challenge
• Use The Index, Luke!
• SQLPad
• Advanced SQL Window Functions
• Data Engineering Project for Beginners - Batch edition
• Data Engineering Project-2|Building Spotify ETL using Python and Airflow

CoursesPermalink

• Coursera Data Science
• AWS Certified MAchine LEarning Engineer Associate

ConferencesPermalink

VideosPermalink

• Building A Data Engineering Project - Extracting Data From An API
• Uber Data Analytics | End-To-End Data Engineering Project
• Olympic Data Analytics | Azure End-To-End Data Engineering Project
• YouTube Data Analysis | END TO END DATA ENGINEERING PROJECT
• Basic Data Engineering Project - End-To-End From Web Scraping to Tableau
• Twitter Data Pipeline using Airflow for Beginners | Data Engineering Project
• Stock Market Real-Time Data Analysis Using Kafka | End-To-End Data Engineering Project

PodcastsPermalink

• Data Engineering Podcast
• Data Engineering Daily

Data Engineering ToolsPermalink

BooksPermalink

Managing Liquid CodePermalink

• GitLab Liquid
• Liquid Examples
• Liquid Markup
• Tip - When pasting using command + shift + v to paste without formatting