Alpha Academy Alpha Solutions Services LLC

Preparation by Alpha Academy · Alpha Solutions Services LLC

AI Final Term — made for first-time learners

If you know nothing yet, that is okay. We explain every idea from zero in clear English and full Roman Urdu, with diagrams, solved exam cases, and practice.

I know nothing — start from zero Open first topic (GA) Sample papers
7Final-term topic packs
70+Practice MCQs
10Solved full papers
100Marks pattern covered

Your professor’s exam pattern (memorize this)

Total 100 marks · 25 MCQs (objective) + 75 subjective case studies. No pure theory dump — apply concepts.

MCQs — 25 marks25 questions × 1 mark
Q3 — 3 partsCase studies (apply logic / GA / KR)
Q4 — 2 partsCase studies (FOL / NN / ML)
Q5 — 1 partOne bigger case (often Naive Bayes)

Exam tip: Expect at least one Naive Bayes classification case. Practice counting frequencies and applying Bayes with the independence assumption.

Final-term syllabus map

Main focus for FINAL TERM. Open any card — each has bilingual notes, diagrams, worked examples, and a 10-question quiz.

Quick midterm brush-up

Different portion — lighter review so you don’t mix it with the final focus.

How to use this site — everything in 1 hour

If you are brand new, spend the first 10 minutes on Start from Zero, then follow the timer.

  1. 0:00–0:10 — Start from Zero (picture of all 7 topics).
  2. 0:10–0:18 — Genetic Algorithms: Main idea + New words only, then skim exam case.
  3. 0:18–0:28 — KR + Logic: New words + one short case each.
  4. 0:28–0:36 — FOL + Perceptron: Main idea + AND/OR table.
  5. 0:36–0:48 — Naive Bayes full numeric example (most important). Skim K-NN + K-Means.
  6. 0:48–0:58 — Paper 1 MCQs — select answers, Check score.
  7. 0:58–1:00 — Open Paper 1 Q5 solution + pattern.