Curated an organized learning path with the best learning resources to grow as an Analytics Engineer.

Table of contents

What is analytics engineering?

Databases and data modeling

• Database Systems - MIT course: This course covers the foundations of database systems

Programming

Fundamentals

SQL

• Intro to SQL: Querying and managing data

Python

• Interactive Python tutorial website
• numpy
• pandas: powerful Python data analysis toolkit
• Jupyter Notebook
• Data Analysis with Python

Debugging

Testing

Tools

Cloud Data Warehousing

dbt

Looker

git & GitHub

• About git
• GitHub Learning lab
• Git and Git Flow Cheat Sheet

bash

Community

Conferences

• Data council
• coalesce - The Analytics Engineering Conference

Podcasts

Other awesome repositories

This repo was inspired by many other truly awesome repos

• Awesome dbt
• Awesome big data
• Awesome database Learning
• Awesome data engineering Learning
• Awesome data engineering
• Awesome analytics
• Awesome leading and managing
• Awesome engineering team management
• Awesome CTO
• Awesome code review

Getting the analytics engineering job

Practice

• Basic dbt project
• Leetcode
• HackerRank

Contributing

We welcome and apprecciate contributions! You can find more information in the contribution guidelines.

License