Four assessment types
Coverage across the entire learning journey
One shared question bank powers four purpose-built surfaces. Each question is individually qualified for the job it does — a placement question and a cert-prep question are held to different standards.
Placement Assessments
Measure what each team member already knows before assigning a course. Placement results show who needs the training, who can skip ahead, and where the real gaps are — so training hours go where they change outcomes.
In-Lesson Knowledge Checks
Short checks tied to each learning objective confirm comprehension while the material is fresh — surfacing what stuck and what needs another pass, without slowing the course down or affecting readiness scores.
Mastery Assessments
Verify command of the material once a course is complete. Comparing placement and mastery results shows the gain each engineer made — evidence of training impact you can put in front of leadership.
Certification Prep
Blueprint-weighted practice exams built to the depth and domain mix of the real certification. Your team rehearses under exam conditions, so scheduled exam dates and audit deadlines stop being a gamble.
How questions are created
Built from our training content, not a question mill
Assessment questions are generated directly from the courses your team trains on, so what gets measured is exactly what gets taught.
01
Grounded in real training content
Every question starts from the full transcript of a CBT Nuggets course — the exact material your team watches, not a generic question mill.
02
Learning objectives come first
AI derives the learning objectives each video actually teaches, so the assessment measures the skills the course promises — nothing more, nothing less.
03
Concepts mapped and organized
Transcript passages are clustered into a concept inventory, labeled by cognitive depth and difficulty, and tied back to objectives and certification blueprints.
04
Questions written with citations
Questions are generated per concept, grounded in the source transcript, and carry citations that deep-link back to the exact video moment that teaches the answer.
Quality you can defend
How every question earns — and keeps — its place
A readiness report is only as trustworthy as the questions behind it. Every item runs a gauntlet of automated gates, expert judges, and trainer review before it serves — and live statistics keep auditing it afterward.
Automated validation gates
Every candidate question passes structural checks, grounding verification against the source transcript, and answer-leakage screens before it goes any further. Gates fail closed — a question that can't be verified never ships.
A panel of AI judges
Specialized reviewers independently score factual accuracy, clarity, distractor believability, and whether the question stands on its own for any IT professional — not just someone who watched a specific lesson.
Trainer spot-check reviews
CBT Nuggets trainers run blind, two-reviewer calibration passes on question samples. Corroborated problems retire the question immediately, and human-certified golden sets keep the automated judges honest over time.
Learner-reported issues
Every assessment surface lets learners flag a question. Reports are triaged with a grounded AI review plus human oversight, and problem questions are rewritten or retired.
Live item statistics
Real learner responses feed difficulty and discrimination statistics for every question. Items that stop pulling their weight are surfaced as retirement candidates — the bank improves with every attempt.
Take an assessment
Ready to see where your team stands?
Assessments run on the CBT Nuggets assessments platform. An Adept account — the learning platform that powers CBT Nuggets — is required to sign in: it identifies each team member so results roll up into team readiness reporting instead of disappearing into anonymous scores.
Already have an Adept account? Sign in directly at assessments.cbtnuggets.com.