The New Data Analyst Roadmap

Avery Smith

Published on: 13/08/2026

What should you actually do to become a data analyst today?

🛣 Roadmaps

The Google Data Analytics Certificate Won’t Save You…

Avery Smith

Published on: 06/08/2026

Millions of people have started the Google Data Analytics Certificate, yet employers rarely ask for it.

🛣 Roadmaps

I analyzed 11,060 data jobs. Here are the skills you need to know

Avery Smith

Published on: 16/07/2026

I analyzed 11,060 real data job postings to see which skills employers are asking for most.

Data Skills

I'll say it: Stop learning R and Python.

Avery Smith

Published on: 08/07/2026

Learning every data tool at once can feel productive, but it often keeps beginners stuck. Kam Hall went from retail work to landing his first data job.

Success Stories