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CSE494 — Intelligent Nosql Databases

Practice

Course Overview

CSE494 4 Credits L:3 T:0 P:2 Department Elective
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This course provides an overview of NoSQL databases and MongoDB fundamentals for handling scalable, schema-flexible data. Students learn data modeling, CRUD operations, indexing, aggregation, application integration, AI-based predictive analytics, and development of a functional mini-project.

Study Units

Unit 1

Introduction to NoSQL and MongoDB

Notes MCQ Subjective
Unit 2

MongoDB Basics and CRUD Operations

Notes MCQ Subjective
Unit 3

Schema Design and Data Modeling

Notes MCQ Subjective
Unit 4

Indexing and Aggregation Framework

Notes MCQ Subjective
Unit 5

MongoDB Integration

Notes MCQ Subjective
Unit 6

Project

Notes MCQ Subjective

Continuous Assessment

3 components

Best 2 of 3 CAs will be considered for evaluation.
BYOD-Practical 50%

This academic task requires students to explore and apply concepts related to Intelligent NoSQL systems through theoretical study and practical implementation. Students will analyze different NoSQL database paradigms (key-value, document, column-family, and graph databases), evaluate their performance and scalability, and implement data storage and retrieval solutions for large-scale datasets. The task may involve designing intelligent data models, integrating analytics or AI-driven features, conducting experiments, and documenting results using proper academic and technical standards.

Week 4 / 5

Rubric
To check the subject understanding and learning ability of the students

Project 50%

The project-based assignment aims to provide students with a platform to demonstrate their understanding and practical application of concepts covered in the course. Students will design, develop, and document a project that integrates multiple components of the syllabus, fostering a deep understanding of concepts while encouraging creativity and technical proficiency. The marks distribution is 15 marks for implementation, 5 marks for the report, and 10 marks for the presentation and viva.

Week 5 / 13

Rubric
To test the querying approach and skill set of the student

Test 50%

Subjective test covering syllabus from CA1 and CA2.

Week 10 / 11

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: Practical

CSE494 - FAQs

How many units are in CSE494?

CSE494 has 6 units. Each unit includes detailed notes and MCQ practice questions.

What exam resources are available for CSE494?

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

How to prepare for CSE494 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.