10-level beginner course · Beta

TechGics DataReady Lab

Build a beginner job-readiness foundation through guided practice, case studies, and portfolio-style artifacts.

Ten progressive levels of interactive lessons, practice activities, quizzes, and artifacts. Each level unlocks only after you pass the previous one with a score of 75% or higher. Your progress is saved in your browser.

Start Level 1 → How it works

Your course progress

0 of 10 levels passed0% of course

Progress is saved in your browser via localStorage. It persists between sessions on this device.

10-level dashboard

Pick your level

Start with Level 1. Each level unlocks once you pass the one before it. Locked levels block direct access until the previous level is passed.

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How each level works

Lessons → Practice → Challenge → Case Study → Quiz → Artifact → Explain

Every level follows the same predictable rhythm so you always know what comes next.

1. Read the lessons

Plain-English explanations with worked examples and a sample table.

2. Try guided + independent practice

Practice activities with hints, check-answer, and try-again. Independent practice removes the training wheels.

3. Challenge + case study

Multi-step problems that combine ideas, then a mini case study.

4. Quiz + artifact + explain

A 25-question quiz, a copyable artifact for your notes, and an "Explain Your Work" reflection.

Honest framing

What this course is — and isn't

What this course is

  • A beginner job-readiness foundation in data analysis
  • Portfolio-style practice you can talk about in interviews
  • Practical preparation for entry-level data analysis work
  • Confidence with datasets, calculations, cleaning, KPIs, dashboards, SQL-style thinking, and case studies
  • Concludes with a Certificate of Completion (course completion only)

What this course is NOT

  • A guarantee of employment or job placement
  • An industry certification or accredited credential
  • Advanced mastery of SQL, Power BI, Python, or Excel
  • A substitute for hands-on experience with real production tools
Beta tester note: DataReady Lab is in private beta. Level 1 is fully built and ready for testing. Levels 2–10 are in active development — when you reach a level whose lessons aren't yet authored, you'll see a clear "coming soon" message instead of broken content.
Disclaimer. This training is designed to build beginner-level data analysis skills. It does not guarantee employment, certification, or job placement.