NATH SCHOOL OF BUSINESS & TECHNOLOGY
BCA
(Artificial Intelligence & Data Science)
Programme Structure (2025-2028)
Semester I
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Discrete Mathematics
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Introduction to Digital Eco System
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Open Elective-I
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Open Elective-II
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Introduction to Data Science
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C Programming
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CCA-I (Cultural Activities)
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Environmental Studies
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Indian Insights in Self Management
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Functional Marathi
Semester II
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Python Programming
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Python Programming Lab
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Statistics
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Minor 1 (Basics of Accounting)
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Introduction to Linux
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Developmental Operations
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CCA-II (Sports)
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Constitution of India
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Open Elective-III
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Open Elective-IV
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Functional English
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Indian Insights in Self Management 2
Semester III
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Advance Python Programming Lab
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Database Management System
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Probability , Linear Algebra & Calculus
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Minor 2 (Digital Branding)
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Database Management Lab
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CCA-III (Yoga / NCC / Health and Wellness)
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Open Elective V
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Functional Hindi
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Project 1
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Life Lessons from Chh. Shivaji and Sambhaji Maharaj
Semester IV
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Data Structure and Algorithms
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Data Structures and Algorithms – Lab
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Introduction to Artificial Intelligence & Machine Learning
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Introduction to Artificial Intelligence & Machine Learning Lab
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Minor 3 (Entrepreneurship, Enterprising & Innovation)
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Neural Network
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CCA-IV (Fine Arts / Visual Arts / NSS)
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Open Elective VI
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Communication Skill
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Social Immersion
Summer Term - 6-week internship / Training / Project
Semester V
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Deep Learning
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Deep Learning
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Data Mining
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Data Mining Lab
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R Programming
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Minor 4 (Basics of Finance)
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Elective 1 – Introduction to Artificial Intelligence & Information Security / Cloud Computing & Information Security
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Computer Vision
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Digital Product Testing and Quality Assurance
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Project – 2
Semester VI
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Advance Artificial Intelligence
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Advance Artificial Intelligence Lab
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Big Data Analytics
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Big Data Analytics Lab
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Natural language Processing
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Minor 5 (Cyber Law)
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Elective 2 – Data Science Tools/ Cyber Security Tools
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Internship