This Course Structure is Curated as per the NEP-2020 Guidelines
Course Overview
The M.Sc. Computer Science and Engineering (Artificial Intelligence & Data Science) program at Malla Reddy Vishwavidyapeeth is a future-focused postgraduate program designed to train students in the core principles, methodologies, and tools of artificial intelligence and data science. It bridges the gap between computational intelligence and real-world applications, offering a blend of theoretical understanding and practical exposure from the first semester itself.
This program focuses on equipping students with the theoretical knowledge and hands-on skills from the 1st semester itself.The curriculum equips students with key skills in data engineering, statistical modeling, machine learning, deep learning, natural language processing, big data analytics, and responsible AI. Emphasis is placed on solving interdisciplinary problems in healthcare, finance, retail, smart cities, and governance using AI and data-driven decision-making.
Graduates of this program emerge as AI & Data Science Experts, capable of designing intelligent systems, analyzing large-scale data, and contributing to advanced research or product innovation in the global tech ecosystemenabling them to pursue further higher studies & do research in AI & Data Science Expertsalong with plenty of job opportunities globally.

Course Details
Description: 2 Years Degree Program
No. of Seats: 20
No. of Credits: 80 minimum & as specified
- Eligibility
- Curriculum Structure
- Program Outcomes
- Career Enhancement
- Higher Studies
- Job Roles & Progression
Academic Qualification: A Bachelor’s degree in B.Sc. Computer Science / IT / Mathematics / Statistics / Data Science or a B.Tech./B.E. in CSE / IT / ECE / AI-DS or equivalent with minimum 50% aggregate marks from a recognized university.
Semester | Name of the Subject |
Semester 1 | Advanced Algorithms and Programming in Python, Linear Algebra & Probability, Fundamentals of AI & Data Science, Research Methodology, Practical: Python & Data Handling |
Semester 2 | Machine Learning, Statistical Inference &Modeling, Data Visualization and Interpretation, Practical: ML Models and Analysis |
Semester 3 | Deep Learning, Big Data Analytics using Hadoop/Spark, NLP & Text Analytics, Elective (e.g., AI in Healthcare / FinTech / Smart Cities), Practical: AI-DS Project Implementation |
Semester 4 | Capstone Project / Research Thesis, Cloud-Based AI & Data Pipelines, Advanced Topics (e.g., Generative AI, Federated Learning, Responsible AI), Startup & Innovation in AI/DS |
- Dual Expertise in AI & DS: Proficiency in building intelligent systems and extracting actionable insights from complex datasets.
- Model Development & Deployment: End-to-end experience with data preprocessing, model training, and AI product deployment.
- Tools & Technologies: Hands-on experience with Python, R, TensorFlow, PyTorch, Hadoop, Spark, Power BI, and cloud platforms.
- Ethical and Explainable AI: Awareness of bias, fairness, and data privacy in AI models and data workflows.
- Applied Problem Solving: Application of AI/DS in real-world sectors including healthcare, business, environment, and governance.
- Research & Innovation Orientation: Ability to engage in interdisciplinary R&D and contribute to academic and industrial advancements.
- TensorFlow &PyTorch Certification
- Google Cloud / AWS AI & Data Engineer Pathway
- Specialized Training in NLP, Computer Vision, and Predictive Analytics
- Workshops on Data Storytelling & Visualization
- Bootcamps on AI for Social Good / Business Intelligence
- AI/DS Startup Incubation Program
- Ph.D. in Artificial Intelligence, Data Science, or Computational Intelligence
- M.Phil. in Data Analytics or Intelligent Systems
- Research Fellowships in AI Governance, Policy, or Interdisciplinary AI
- Postdoctoral Programs in Applied AI, Quantum AI, or Cognitive Systems
Duration | Roles and Responsibilities | Salary Range |
0-3 years | Data Scientist, ML Engineer, AI Analyst, Data Engineer | ₹5,00,000 – ₹8,00,000 per annum |
3-5 years | Senior Data Scientist, AI Solutions Architect, NLP Specialist | ₹8,00,000 – ₹12,00,000 per annum |
5-10 years | Lead AI-DS Strategist, Analytics Manager, Principal Data Scientist | ₹12,00,000 – ₹20,00,000 per annum |
10+ years | Director – AI & Data Strategy, Chief Data Officer, AI Innovation Head | ₹20,00,000+ per annum |

Fee Structure Per Academic Year - 2025
Tuition Fee | Miscellaneous Fee | Scholarship | |||
125000 ₹ | 10000 ₹ | Above 90% – 25000 ₹ | Between 81-90% – 12500 ₹ | Between 71-80% – 6250₹ |
