AKTU Introduction to AI and Prompt Engineering (AAI101/AAI201) Question Bank with Solutions – B.Tech 1st Year

This UQuest question bank has been prepared strictly as per the AKTU (Dr. APJ Abdul Kalam Technical University, Lucknow) First Year B.Tech syllabus for the course AAI101 / AAI201 — Introduction to AI and Prompt Engineering, a subject common to all engineering streams. Every unit below is covered with three categories of practice questions, each with complete, concise, exam-ready solutions, to help students revise concepts and prepare thoroughly for the semester end examination.

Question Pattern Followed Per Unit

• Section A: 15 Multiple Choice / True-False Questions — with correct answer and explanation.
• Section B: 12 Short Answer Type Questions — with concise, exam-ready answers, including worked numericals.
• Section C: 12 Long Answer Type Questions — with structured explanations and worked numericals.
• ★ Most Important and ★ Important tags mark questions with the highest probability of appearing in the AKTU semester examination, based on topic weightage and repetition trends — prioritize these while revising.

Numerical and worked-example questions (confusion matrix metrics, KNN distance calculations, Naive Bayes probability, K-Means iterations, neuron computations, token/context-window estimates, cosine similarity, and applied engineering-domain calculations) are included throughout, alongside seven labelled diagrams illustrating key concepts. Two full-length Model Question Papers are included at the end of this book, formatted exactly in the official AKTU BTECH theory-examination pattern (Section A / B / C, CO and Level columns, 3 Hours, 70 Marks), so students can attempt a complete, timed mock test as final practice. See the Index above for page references.