01 Essentials of AI Integrated Data Science
02Python for Data Science
03Data Structures and Algorithms
04 Data Preparation and Knowledge Retrieval
05 Mathematics for Data Science-I
06 Applied Data Mining for Web Applications (SoftCore-1)
07 Advanced Database Management Systems (SoftCore-1)
08 Advanced Computer Networks (SoftCore-1)
09 Data Structures and Algorithms Lab
10 Python Lab
11 Mandatory - (Non-Creditable Courses)
- Skills for Career Development
- Technical Certification
01 Machine Learning
02Mathematics for Data Science-II
03Data Visualization
04 Research Methodology
05 Big Data with NoSQL (SoftCore-2)
06 Data Security and Cryptographic Methods (SoftCore-2)
07 Business Intelligence (SoftCore-2)
08 Cloud AI (SoftCore-3)
09 Cyber Security Analytics (SoftCore-3)
10 IoT Analytics (SoftCore-3)
11 Data Visualization Lab (Tools: Tableau, Power BI)
12 Machine Learning Lab
13 Mandatory - (Non-Creditable Courses)
- Skills for Career Development
- Technical Certification
01 Deep Learning
02Natural Language Processing
03Time Series Analysis
04 Edge AI and Tiny ML (SoftCore-4)
05 Healthcare Analytics (SoftCore-4)
06 Generative AI (SoftCore-4)
07 Robotics (SoftCore-5)
08 Principles of 3D Interaction and Virtual Environments (SoftCore-5)
09 Recommender Systems (SoftCore-5)
10 Open Elective- NPTEL/MOOC/SWAYAM
11 Minor Research Project
12 Mandatory - (Non-Creditable Courses)
- Skills for Career Development
- Technical Certification
01 Major Research Project with Publication
02 Internship / Certification