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CSE276 — Artificial Intelligence Foundations

Practice

Course Overview

CSE276 3 Credits L:2 T:0 P:2 Specialization AI and ML
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The subject covers the foundations, evolution, characteristics, and applications of Artificial Intelligence, including state-space problem formulation, classical and heuristic search, knowledge representation, reasoning, and intelligent agents. It also introduces Machine Learning, Deep Learning, Generative AI, Large Language Models, prompt engineering, Responsible AI, modern AI development ecosystems, and emerging trends.

Study Units

Unit 1

Foundations and AI Problem Solving

Notes MCQ Subjective
Unit 2

Search and Knowledge Representation

Notes MCQ Subjective
Unit 3

Intelligent Agents

Notes MCQ Subjective
Unit 4

Evolution and Modern AI Paradigms

Notes MCQ Subjective
Unit 5

Generative and Responsible AI

Notes MCQ Subjective
Unit 6

Artificial Intelligence Ecosystem and Future Trends

Notes MCQ Subjective

Continuous Assessment

3 components

Project 30%

The CA1 project will be evaluated based on Problem Selection and Data Preparation, Model Development and Deployment, and the Project Outcome (Patent/Research Paper/Revenue Generation Proposal) along with Viva-Voce and Presentation. The evaluation emphasizes problem identification, technical implementation, innovation, and effective presentation of the developed solution.

Week 2 / 13

Rubric
To evaluate students' ability to design, implement, and demonstrate an Artificial Intelligence solution by applying problem-solving, knowledge representation, reasoning, and intelligent system concepts.

Test 1 30%

Syllabus of the test will be Unit-I and Unit-II.

Week 3 / 6

Rubric
To assess individual students' understanding of the fundamental concepts of Artificial Intelligence covered in Unit-I and Unit-II.

Test 2 30%

A 30-mark subjective test will be conducted to assess students' understanding of content covered in Unit-I to Unit-V.

Week 10 / 12

Rubric
To assess individual students' understanding and application of Artificial Intelligence concepts covered in Unit-I to Unit-V.

Exams & Practice

Mid Term Examination

Mid-semester comprehensive evaluation

20%

End Term Examination

Final semester comprehensive evaluation

50%

Type: Examination

CSE276 - FAQs

How many units are in CSE276?

CSE276 has 6 units. Each unit includes detailed notes and MCQ practice questions.

What exam resources are available for CSE276?

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

How to prepare for CSE276 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.