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INT428 — Artificial Intelligence Essentials

Course Overview

INT428 4 Credits L:3 T:0 P:1 Core
Download Syllabus

Artificial Intelligence Essentials is a 4-credit course covering the foundations and applications of AI, state-space modeling and search, machine learning, deep learning and NLP, generative AI and prompt engineering, and AI workflows including MLOps.

Unit 1

Foundations & Applications of AI; AI Problem Modeling & Search Concepts

Unit 2

Problem Solving & Search in AI; AI problem design

Unit 3

Machine Learning

Unit 4

Introduction to deep neural networks; Modern NLP

Unit 5

Generative AI & Ethics; Prompt Engineering

Unit 6

Data Analysis & Visualization; AI Model Environments & Lifecycle Basics

Continuous Assessment

4 components

Best 3 of 4 CAs will be considered for evaluation.
Skill Based Assignment 33.33%

Students are required to create a small AI product, such as a chatbot, utilizing modern Generative AI tools, or draft a patent showcasing a novel AI-driven solution to a real-world problem. Marks distribution for students would be: Problem Identification & Innovation- 10, Technical Execution & Skill Demonstration- 10, and Presentation and Q&A- 10

Week 4 / 12

Rubric
This assessment tests students ability to solve real-world problems through innovative AI products or patentable solutions, with focus on technical skills, creativity, and societal impact.

Test 1 33.33%

Syllabus of the test will be unit 1 and unit 2

Week 5 / 6

Rubric
To check the learnability of the students.

Test 2 33.33%

Syllabus of the test will be unit 3, unit 4 and unit 5

Week 10 / 11

Rubric
To check the learnability of the students.

Test 3 33.33%

Subjective test covering syllabus from unit1 to unit 4

Week 11 / 12

Rubric
To test the subject knowledge of the students and provide opportunity to improve their CA performance in case of low marks or any missed CA

Exams & Practice

End Term Examination

Final semester comprehensive evaluation

50%

Type: Examination

INT428 - FAQs

How many units are in INT428?

INT428 has 6 units. Each unit includes detailed notes and MCQ practice questions.

What exam resources are available for INT428?

Unit-wise notes and MCQ practice are available. Exam resources coming soon.

How to prepare for INT428 exams?

Study each unit's notes thoroughly, practice MCQs to test understanding, and attempt mock tests before exams. Focus on important topics and previous year questions.