QuanSkill Final Test
Demonstrate mastery across mathematics, Python, data science, and AI — the four pillars of the QuanSkill curriculum.
About this Test
This is the capstone assessment for the QuanSkill curriculum. It evaluates your knowledge from foundational mathematics through to applied AI — the same path you have travelled across the chapters and practice labs.
Sections & Coverage
Each section contains 20 multiple-choice questions arranged in increasing difficulty — 7 Easy, 7 Medium, and 6 Hard.
Mathematics
Linear algebra, analytic geometry, matrix decompositions, vector calculus, probability, and optimization.
Python Basics
Variables, control flow, collections, functions, strings, files, exceptions, and object-oriented programming.
Python Advanced
NumPy arrays and broadcasting, Pandas DataFrames, data wrangling, and visualization with Matplotlib and Seaborn.
Applications in AI
Linear regression, PCA, density estimation (GMM), SVM classification, evaluation metrics, and the ML workflow.
How it Works
- The timer starts the moment you click Start Test and counts down from 45:00.
- You can freely navigate between questions using the numbered dots above the question card.
- Unanswered questions are graded as incorrect — attempt every one.
- Your progress is autosaved to this browser every few seconds; refreshes do not lose data.
- When time reaches 0:00, the test autosubmits and your report is generated automatically.
- On submission, a styled QuanSkill report downloads to your Downloads folder.
Grading Scale
Assessment Complete
QuanSkill Final Comprehensive Test