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❓ Frequently Asked Questions

12 questions about the Enterprise platform.

Is this really free? +
Yes — 100% free. No AI APIs, no subscriptions, no hidden costs. Everything runs in your browser. Open-source on GitHub.
Do I need an account? +
No accounts needed. All data (progress, bookmarks, notes, timer, goals) is stored in your browser's localStorage. Nothing is sent to any server.
What prerequisites do I need? +
None! This curriculum starts from absolute zero. We teach Python, mathematics, and statistics from the ground up. Basic computer literacy helps.
How long to complete 20 modules? +
Approximately 300 hours. At 10-15 hours/week, 5-7 months. Dedicated learners complete in 4 months.
Can I use this on mobile? +
Yes — fully responsive. However, a laptop/desktop is recommended for coding exercises and projects.
What's the study timer for? +
Track your focused study time. Start the timer when you begin studying, pause for breaks, stop when done. Your daily and total time is saved automatically.
How do daily goals work? +
Default: 3 lessons/day and 15 lessons/week. Progress bars update automatically as you complete lessons. Goals help maintain consistent learning momentum.
Can I get a certificate? +
Yes! Generate a printable certificate anytime. 5 tiers: Beginner, Intermediate, Advanced, Expert, Grandmaster — based on completion percentage.
How do I export my progress? +
Use Export (Dashboard/Progress page) to download a JSON file. Import on another device to restore everything — including timer, goals, bookmarks, and notes.
Is this enough to get a job? +
Covers technical skills for data analyst and junior data scientist roles. Combine with a strong GitHub portfolio (8 projects), networking, and interview prep for best results.
What is HMG Academy? +
A full-service virtual learning institution — subsidiary of HMG Concepts, founded 2015 by Adewale Samson Adeagbo in Lagos, Nigeria. Serving students across all levels and examinations.
How do I deploy my own copy? +
Fork the GitHub repository, enable GitHub Pages → live in 2 minutes. No servers, no databases, no costs. See DEPLOYMENT.md for full instructions.
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