Data Engineering & AI Education Subscription
Sell a $119/mo curriculum that teaches working engineers data engineering and applied AI with hands-on labs.
In plain English
Working engineers can subscribe to lessons on how to prepare large amounts of data and how to use AI on real jobs. The course is a set of weekly projects with hands-on labs, not only a pile of videos to watch. Free posts on public sites help people find it, and online lab access is part of why members stay. The work is shared. Lesson delivery and payments are handled with a lot of computer help, while the person running the course still does a lot: writing the lessons, teaching, hosting the community, updating material from student questions, and marketing.
$54,886 MRR (Stripe-verified, TrustMRR, Oct 2026)
Operator: Zach Wilson
Revenue independently checked: documents reviewed by a publication, or a public dashboard.
Not disclosed (curriculum production cost not public).
The tool stack
Billing
Databricks ↗Student lab environment
OpenAI API ↗Applied AI curriculum demos
Prices are the vendors' published list prices as researched in Oct 2026 and change often — always check the vendor's pricing page.
Step-by-step setup
- Publish free high-signal content on X/LinkedIn to build an engineer audience.
- Ship a structured curriculum with weekly projects, not just video dumps.
- Price a simple monthly subscription; add annual later.
- Offer free cloud lab access as a retention hook.
- Iterate modules from student questions.
What's automated vs. the human 40%
The machine does
- Course delivery
- Billing
You still do
- Curriculum
- Live teaching/community
- Marketing
Overview
Sell a $119/mo curriculum that teaches working engineers data engineering and applied AI with hands-on labs. Operator: Zach Wilson (DataExpert.io).
Realistic income
TrustMRR (Stripe-verified, checked Oct 23, 2026): about $54,886 MRR, ~861 subscriptions, ~$4.75M all-time. This is one operator’s result and doesn’t predict yours.
Risks
- Education churn is high when students finish a job-hunt sprint.
- You need a real audience; ads rarely work for $119/mo engineering courses.
- Cloud lab costs can spike if students abuse free credits.
*Income figures are illustrative ranges based on public pricing and typical outcomes reported by practitioners, not guarantees. Most new online businesses earn little or nothing at first. Not financial, legal or tax advice.
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