Tutorials & Technical Guides on All Things Data
This website contains years' worth of content that I've created related to programming, data science, engineering, communications, and design. If you find this place useful, share it with other people. If you have questions about what's in here or want to share your experience with others, consider joining the Discord channel.
- Lessons on Programming, Web Development and DevOps Engineering
- Project-based content about Data Analytics, Science and Engineering
- Notes on how to be a good communicator
- Writing on writing for you and others
- Design tips and tricks to tip you into tricking others in cool ways
- A Discord Community
- All free, open-source, interactive, and downloadable in 1 click
What's included
Programming
Learn how to write code in different languages while building stuff.
Data Analytics
Make sense of data with real-world examples and exercises.
Data Engineering
Become a data janitor unafraid of working with the muddiest data pipelines out in the wild.
Data Science
Learn about statistics, experimentation, and machine learning with fun code examples, memes, and cartoons.
Machine Learning Engineering
Deploy and monitor machine learning models for free, on a budget, or by breaking the bank.
Data Visualization
Create compelling stories with your data, others' data, or all of the data out there.
DevOps
Create infrastructure that's reliable and easy to maintain.
Software Development
Lessons around full-stack web and mobile development.
AI Engineering
Build products with AI at their core or as a major aspect of the user's experience.
Communications
Tips and tricks for creating compelling presentations and workshops.
Creative Coding
Create compelling stories with your data, others' data, or all of the data out there.
Game Development
Develop games in different programming languages.