From Learning to Job-Ready
Master Data Engineering & AI/ML with hands-on projects, real company case studies, and production-ready skills.
Start free, upgrade for advanced projects, AI system design, and interview prep.
Free
2 skill toolkits included. No credit card required.
- 2 skill toolkits (SQL Mastery + dbt)
- Interactive visualizers for free toolkits
- 1 case study
- AI debugging assistant (10 queries/day)
- Basic progress tracking
- Access to glossary & CLI guides
Professional
All skill toolkits, projects, and unlimited AI tutor.
$299/year billed annually
- Everything in Free
- All 31 skill toolkits
- All 185+ interactive visualizers
- All tutorials & troubleshooting guides
- 1 full project with all 4 parts (dbt)
- 2-3 case studies per category
- Unlimited AI debugging assistant
- Downloadable code & configs
Expert
All projects, source code, certificates, and career toolkit.
$499/year billed annually
- Everything in Professional
- All 22 projects with all 4 parts (88 modules)
- Full source code & deployment configs
- Advanced tools (Cost optimizer, RAG debugger)
- Enterprise features (PII detection, governance)
- All case studies (updated monthly)
- All project architecture walkthroughs
- Verified GitHub badge & LinkedIn certificates
- Career toolkit (resume, portfolio, interview prep)
- Early access to new content (2 weeks)
- Priority support (24hr response)
- Unlimited concurrent projects
Start Your Subscription
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Team Plan
Upskill your entire data engineering team with bulk pricing, team dashboards, and dedicated support.
- $249/month for up to 10 users
- Team analytics & progress tracking
- Dedicated support channel
Compare All Features
| Feature | Free | Professional | Expert |
|---|---|---|---|
| Core Platform | |||
| Skill Toolkits | 2 (SQL + dbt) | All 31 | All 31 |
| Interactive Visualizers | Free toolkits only | All 185+ | All 185+ |
| Projects (4-part series) | — | 1 project (dbt) — all parts | All 22 projects — all parts |
| Case Studies | 1 basic | 2-3 per category | All (updated monthly) |
| Tutorials & Guides | — | All 45+ | All 45+ |
| AI Tutor | 10/day | Unlimited | Unlimited |
| Dev Tools | |||
| Project Source Code | — | 1 project | All projects |
| Project Walkthroughs | — | 1 project | All projects |
| Advanced Tools | — | — | Cost optimizer, RAG debugger, dashboards |
| Enterprise Features | — | — | PII detection, governance, security |
| Concurrent Projects | — | 1 | Unlimited |
| Career Support | |||
| Certificates | — | — | LinkedIn-ready |
| Career Toolkit | — | — | Resume, portfolio, interview prep |
| Early Access | — | — | 2 weeks before Professional |
| Support | Community | Email (48hr) | Priority (24hr) |
Frequently Asked Questions
How does this compare to bootcamps?
Our Expert plan ($499/year) gives you 22 production-ready projects, 185+ interactive visualizers, and real company case studies for 1/12th the price of traditional bootcamps ($6,000-10,000). You get 80% of the practical value at 8% of the cost.
Can I try before I buy?
Yes! Our Free plan includes 2 complete skill toolkits (SQL Mastery and dbt) and 10 AI tutor queries per day. No credit card required.
What's included in the projects?
Each of our 22 projects has 4 progressive parts (88 total modules) covering real-world scenarios from companies like Netflix, Uber, and Airbnb. Professional tier includes 1 full project (dbt), while Expert tier unlocks all 22 projects with full source code and deployment guides.
Can I cancel anytime?
Absolutely. Cancel anytime with one click. You'll retain access until the end of your billing period.
Do you offer student discounts?
Yes! Students get 20% off Professional and Expert plans. Contact support with your student ID to receive your discount code.
Will I get job-ready skills?
Yes. Our curriculum is based on real production systems at scale (Netflix 450 PB/day, Uber 100 TB/day). Expert tier includes LinkedIn certificates, resume templates, portfolio guides, and interview preparation specifically for Data Engineering and AI/ML roles.
How often is content updated?
We add new case studies monthly and update modules when major tool versions release (Airflow 3.0, Spark 4.0, etc.). Expert tier gets early access 2 weeks before Professional.
What if I'm not satisfied?
We offer a 30-day money-back guarantee. If you're not satisfied, contact support for a full refund.
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