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