DataReady Lab — Beta Tester Welcome

What you're testing

1. Level 1 — Data Foundations (fully built)
   • The lessons, worked examples, and sample tables
   • Guided practice and independent practice activities
   • The challenge problem and mini case study
   • The 25-question quiz
   • The copyable artifact and "Explain Your Work" reflection
   • The lock/unlock mechanic (75% to advance)
   • Progress tracking inside your browser
2. The engine itself
   • How smoothly the page flows
   • Whether instructions are clear
   • Whether scoring works correctly
   • Whether anything breaks, freezes, or behaves oddly
3. The brand and copy
   • Whether the site feels professional and trustworthy
   • Whether the tone is right for adult learners
   • Whether anything reads as confusing, off-brand, or unclear

What's not built yet (please don't report these)

These are known and on the roadmap. Reporting them slows me down:

• Levels 2 through 10 (you'll see "coming soon" messages)
• The Capstone Portfolio Project at Level 10
• The Certificate of Completion
• Real cloud-based user accounts (sign-in pages exist but progress is saved only in your browser on one device)
• Multi-device sync (if you switch laptops or clear cookies, your progress resets)
• Mobile polish (works on phones but not optimized)
• Pricing pages (the dollar amounts are placeholders)
• The Exam Prep tracks (PrivacyReady, SecurityReady, AuditReady) unless I specifically ask you to look at one
• Practice Banks beyond Level 1's quiz

What feedback I need most

In rough priority order:

A. Content quality

• Did the lessons actually teach you something?
• Were any explanations confusing, too fast, or too slow?
• Did the worked examples make sense?
• Were the practice questions fair? Too easy? Too hard?
• Did the quiz feel like it tested what the lessons taught?
• Was the case study realistic and useful?

B. UI friction

• Anywhere you got stuck, lost, or didn't know what to click
• Anywhere you wanted a button, link, or feature that wasn't there
• Anywhere instructions were unclear
• Anywhere the page felt slow or unresponsive

C. Broken things

• Buttons that don't work
• Links that go nowhere or to the wrong place
• Quiz scoring that seems wrong
• Progress that doesn't save
• Visual glitches or text overlaps
• Anything that crashes the page

D. Confusing copy

• Sentences you had to read twice
• Jargon I didn't explain
• Tone that felt off (too formal, too casual, condescending)
• Promises or claims that felt overstated

E. The big question

• After finishing Level 1, do you feel like the foundation is solid? Would you want to keep going to Level 2?
• Is the time-per-level reasonable?
• Would you recommend this to a friend who wanted to learn data analysis?

What I'm not asking for yet

Please save these for later rounds:

• Suggestions for new features beyond what's already on the roadmap
• Opinions on Levels 2–10 content (since they're not built yet)
• Comparisons with other platforms (Coursera, DataCamp, etc.)
• Marketing or pricing feedback

How to send feedback

Email: feedback@techgics.com

Or use the 💬 Beta feedback button at the bottom-right of any page — it pre-fills the email with the page URL and a quick template.

Format I'd love (but don't stress about it):

Subject: [DataReady Beta] short description

Where: which page or section (e.g., "Level 1, Practice Activity 3")
What happened: what you did and what went wrong (or right)
What you expected: what you thought should happen
Browser: Chrome / Safari / Firefox / Edge
Device: laptop / desktop / phone

Screenshots help a lot. Don't worry about polish — rough notes are fine. I'd rather get five quick messages than one long one you worried over.

Timeline expectations

• Beta period: [INSERT DATES — e.g., 2 weeks from your first login]
• Time commitment: ~2–4 hours total to work through Level 1 fully
• I'll respond to feedback within 2 business days
• I'll send you a short "what changed because of your feedback" summary at the end of the beta period

What you get

• Free permanent access to DataReady Lab when it goes live
• Credit as a founding beta tester (with permission)
• Direct line to me for feedback and questions
• First look at Levels 2–10 as they ship

Two last things

1. Save your progress: it lives in your browser. If you plan to take a break and come back, use the same browser on the same device. If you clear cookies, you'll start over. Sorry — real accounts are coming.
2. Be honest. I cannot fix what I don't know is broken. "This was confusing" is more useful than "this was great" if you actually found it confusing. I won't be offended.

Thank you for doing this. Let's make it good.

— Kwesi
TechGics Learning Labs