NSCT – AI / Machine Learning and Data Analytics MCQs

Syllabus – Total Marks: 10%

Test is conducted by HEC and Virtual University of Pakistan and following topics will be covered for 10% marks.

1. Introduction to AI, ML & Data Analytics
2. Mathematical Foundations
3. Python for AI & Data Analytics
4. Data Collection & Pre-processing
5. Exploratory Data Analysis (EDA)
6. Supervised Learning
7. Ensemble Learning
8. Unsupervised Learning
9. Model Evaluation & Validation
10. Feature Engineering & Selection
11. Deep Learning Fundamentals
12. Advanced Deep Learning
13. Natural Language Processing (NLP)
14. Computer Vision
15. Big Data Analytics (Introductory)
16. Model Deployment & MLOps Basics
17. AI Ethics, Security & Privacy