Hands-On Labs & Sandboxes – Computer Science Certifications Atlas

About Hands-On Labs & Sandboxes

Safe, guided practice in real environments—great alongside official cert tracks.

Row Types:

Special Indicators:

Prefer hands-on labs mapped to specific exam objectives
Use budget alerts in vendor clouds during free trials
Mix vendor official labs with neutral sandboxes to broaden coverage

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Hands-On Labs & Sandboxes

AWS Skill Builder — Official courses & labs; difficulty: Mixed
Microsoft Learn (Azure Sandboxes) — Free, guided modules; difficulty: Mixed
Google Cloud Skills Boost (Qwiklabs) — Qwiklabs quests; difficulty: Mixed
KodeKloud (K8s/DevOps) — Interactive labs; difficulty: Beginner-Advanced
A Cloud Guru / Pluralsight — Cloud courses & labs; difficulty: Mixed
Cloud Academy — Cert learning paths; difficulty: Mixed
TryHackMe — Cyber labs; difficulty: Beginner-Advanced
Hack The Box — Offsec labs; difficulty: Intermediate-Advanced
OverTheWire — Free wargames; difficulty: Intermediate