Year | Semester | Core Courses | Electives | Practicals/Labs |
---|---|---|---|---|
1 | 1 | Introduction to Programming, Mathematics for Computer Science, Introduction to Artificial Intelligence | English for Communication | Programming Lab, AI Lab |
1 | 2 | Data Structures, Discrete Mathematics, Machine Learning Fundamentals | Environmental Science | Data Structures Lab, ML Basics Lab |
2 | 1 | Algorithms, Database Management Systems, Deep Learning | Professional Ethics | Algorithms Lab, Deep Learning Lab |
2 | 2 | Operating Systems, Computer Networks, Natural Language Processing | Entrepreneurship Development | OS Lab, NLP Lab |
3 | 1 | Cloud Computing, Big Data Analytics, Advanced Machine Learning | Open Elective | Cloud Computing Lab, Big Data Analytics Lab |
3 | 2 | Project Work, Reinforcement Learning, Robotics and Automation | Open Elective | Project Lab, Robotics Lab |
Important Topics in AL-ML for BCA at DAV University |
---|
Introduction to Machine Learning and Artificial Intelligence |
Python Programming for AI & ML |
Data Structures and Algorithms for Machine Learning |
Mathematics for Machine Learning: Linear Algebra, Calculus, Probability |
Supervised and Unsupervised Learning |
Deep Learning and Neural Networks |
Natural Language Processing (NLP) |
Computer Vision and Image Processing |
Reinforcement Learning |
AI & ML Project Management and Ethics |