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CSE473 — Large Language Models And Agentic Ai

Practice

Course Overview

CSE473 3 Credits L:2 T:0 P:2 Specialization AI ML
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This course covers the foundations and architecture of large language models and intelligent agents, including prompt engineering, fine-tuning, reinforcement learning, retrieval-augmented generation, multi-agent collaboration, and agentic workflows. It also addresses evaluation, safety, ethics, monitoring, and reliable deployment of LLM and agentic systems.

Study Units

Unit 1

Foundations of LLMs and Agentic Systems

Notes MCQ Subjective
Unit 2

Prompt Engineering, Reasoning and Agent Architectures

Notes MCQ Subjective
Unit 3

Learning, Adaptation and Fine-Tuning for LLMs and Agents

Notes MCQ Subjective
Unit 4

Retrieval-Augmented Generation and Multi-Agent Collaboration

Notes MCQ Subjective
Unit 5

LLM-Driven Agents and Generative Workflows

Notes MCQ Subjective
Unit 6

Evaluation, Safety and Deployment of LLM and Agentic Systems

Notes MCQ Subjective

Continuous Assessment

3 components

The first CA is mandatory; the best 1 of the remaining 2 also counts.
Project 67%

Students are required to create an LLM/Agentic solution to solve a real-world problem statement.

Week 3 / 11

Rubric
Innovation/benefit to society and prospective outcomes such as publication, patent, or revenue: 10 marks; project quality and completeness in terms of technical skills: 10 marks; report, presentation, and viva Q&A: 10 marks.

Test 1 33%

Test will be based on Multiple-Choice Questions from the topics covered in Unit-1 and Unit-2 of the syllabus.

Week 4 / 5

Rubric
To evaluate learning of students based on their understanding and application of concepts learned.

Test 2 33%

Subjective Test covering syllabus from Units-1 through Unit-3.

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

All MCQ

CSE473 - FAQs

How many units are in CSE473?

CSE473 has 6 units. Each unit includes detailed notes and MCQ practice questions.

What exam resources are available for CSE473?

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

How to prepare for CSE473 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.