Artificial Intelligence & Machine Learning
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Specialized Integrated Programs (B.Sc. + M.Sc. IT)
- Artificial Intelligence & Machine Learning
(B.Sc. + M.Sc. ) IT Programs (05 Years)
- Animation & VFX and Game Design
(B.Sc. + M.Sc. ) IT Programs (05 Years)
- Business Analytics & Data Science
(B.Sc. + M.Sc. ) IT Programs (05 Years)
- Cyber Security and Digital Forensics
(B.Sc. + M.Sc. ) IT Programs (05 Years)
- IT IMS & Cloud Technology
(B.Sc. + M.Sc. ) IT Programs (05 Years)
- Web & Mobile App Development
(B.Sc. + M.Sc. ) IT Programs (05 Years)
Specialized Integrated Programs ( M.Sc. IT)
- Animation & VFX
(M.Sc. IT) Programs (02 Years)
- Cyber Security and Digital Forensics
(M.Sc. IT) Programs (02 Years)
- Data Science
(M.Sc. IT) Programs (02 Years)
- IT IMS & Cloud Technology
(M.Sc. IT) Programs (02 Years)
- Web & Mobile App Development
(M.Sc. IT) Programs (02 Years)
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Artificial Intelligence & Machine Learning
- Integrated B.Sc. + M.Sc. IT
- Monark University & Gandhinagar University
- 05 Years
Monark University and Gandhinagar University offer integrated 5-year courses in Artificial Intelligence & Machine Learning, blending foundational computer science with advanced AI/ML techniques. The curriculum covers data science, deep learning, natural language processing, and robotics, equipping students with practical and theoretical expertise. Students engage in hands-on projects, internships, and industry collaborations to build real-world problem-solving skills. The program is designed to prepare graduates for high-demand roles in AI-driven industries, including tech, finance, healthcare, and more. Both universities emphasize innovation, research, and cutting-edge technology throughout the course.
The Artificial Intelligence & Machine Learning Seminar at Monark University and Gandhinagar University is a key component of the integrated 5-year course. It brings together industry experts, researchers, and students to explore cutting-edge developments in AI and ML technologies. Key topics covered include advancements in deep learning, AI ethics, real-world applications in healthcare, finance, and autonomous systems. Students have the opportunity to present their projects, engage in interactive Q&A sessions, and network with professionals. The seminar fosters a deeper understanding of AI trends, challenges, and innovations, preparing students for future careers in AI-driven industries.
Semester 1 & 2: Foundations in Computer Science
Semester 3 & 4: Core AI/ML Concepts
Semester 5 & 6: Advanced AI Techniques
Semester 7 & 8: Research and Practical Application
Semester 9 & 10: Industry Focus and Specialization
- 05 Years
Syllabus
Foundations in Computer Science
- Introduction to Programming (C/C++, Python)
- Discrete Mathematics and Linear Algebra
- Data Structures and Algorithms
- Basics of AI: History, Principles, and Ethics
- Seminars on the Evolution of AI
Research and Practical Application
- AI in Cloud Computing and IoT
- Advanced Natural Language Processing
- AI Security and Privacy
- Project-based learning: Develop an AI/ML model
- Seminar on AI Research and Future Directions
Core AI/ML Concepts
- Machine Learning Algorithms (Supervised, Unsupervised, Reinforcement Learning)
- Data Science and Statistical Analysis
- Object-Oriented Programming and Databases
- AI Ethics and Societal Impact
- Seminar on Machine Learning Applications in Industry
Industry Focus and Specialization
- AI Project Management and Deployment
- Specialization Electives (AI in Finance, Healthcare, etc.)
- Internship in AI/ML industries
- Final Project/Thesis on AI/ML applications
- Seminar on AI Career Opportunities and Entrepreneurship
Advanced AI Techniques
- Deep Learning (Neural Networks, Convolutional & Recurrent Networks)
- Natural Language Processing (NLP) and Computer Vision
- Robotics and Automation
- Big Data Analytics
- Seminar on Emerging AI/ML Trends (Autonomous Systems, AI in Healthcare)
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