Artificial Intelligence and Machine Learning
Master of Computer Applications with Specialization
Artificial Intelligence and Machine Learning
Eligibility
Bachelor’s degree in Computer Science, Mathematics, or related fields from a recognized university. Candidates with programming and analytical skills are preferred.
Overview
This MCA program specializes in artificial intelligence and machine learning, preparing students for advanced roles in AI-driven industries. It covers algorithms, deep learning, and AI applications for diverse sectors.
Program Description
The curriculum emphasizes machine learning techniques, neural networks, and AI frameworks. Students gain hands-on experience in building intelligent systems for real-world challenges.
Awards
- Degree: Master of Computer Applications (MCA)
Credits
Total Credits: 100-120 (including projects and dissertation)
Curriculum Structure (Semester-Wise)
- Introduction to Artificial Intelligence
- Machine Learning Fundamentals
- Programming with Python for AI
- Data Structures and Algorithms
- Lab I: Basics of Machine Learning
- Neural Networks and Deep Learning
- Natural Language Processing
- Advanced Data Analytics
- AI Ethics and Governance
- Lab II: Neural Networks Implementation
- Computer Vision and Image Recognition
- Reinforcement Learning
- AI Applications in Business and Healthcare
- Research Methodology in AI
- Lab III: AI Application Development
- Advanced Topics in AI Frameworks
- AI for IoT and Smart Devices
- Elective: Robotics / AI in Finance
- Dissertation / Project
- Internship in AI and ML
Career Enhancement Programs
- Hands-on workshops on AI frameworks and tools
- Industry exposure through AI-based projects
- Placement training for AI-related roles
Career Outcomes
- Machine Learning Engineer
- AI Developer
- Data Scientist
- Research Scientist in AI
- AI Consultant