The B.Tech in Computer Science and Engineering (Artificial Intelligence and Machine Learning) programme at TKM Institute of Technology, launched in 2023, is a comprehensive course designed to prepare students for the rapidly evolving tech landscape, with a focus on the core principles of computer science integrated with advanced AI and machine learning methodologies. The program admits 60 students annually, offering a comprehensive curriculum that merges traditional computing with next-generation intelligent systems.
Curriculum and Course Structure
The curriculum is strategically developed to offer a balanced mix of fundamental computer science education and advanced learning in AI and machine learning, ensuring students are industry-ready.
Key Areas of Study:
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Core Computer Science: Data Structures, Algorithms, Operating Systems, Computer Networks, Database Management Systems, Object-Oriented Programming, and Software Engineering.
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Artificial Intelligence & Machine Learning: Foundations of AI, Machine Learning, Deep Learning, Reinforcement Learning, Natural Language Processing, Computer Vision, and AI in IoT.
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Mathematics and Statistics: Linear Algebra, Probability Theory, Statistics, Calculus, and Discrete Mathematics – essential for modeling and understanding complex AI/ML systems.
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Programming and Development: Hands-on training in Python, Java, R, and C++, along with exposure to ML libraries and frameworks such as TensorFlow, PyTorch, Keras, and Scikit-learn.
Facilities and Resources
To support the hands-on learning approach, the department is equipped with state-of-the-art laboratories and infrastructure, including:
- AI & ML Lab: A dedicated space for exploring artificial intelligence, robotics, and automation technologies.
- Computer Labs: Equipped with the latest hardware and software, providing an ideal environment for coding, project work, and research.
- Library and Digital Resources: Access to a vast collection of academic journals, e-books, and online databases to support research and learning.
Career Prospects
Graduates from the B.Tech in Computer Science and Engineering (Artificial Intelligence and Machine Learning) program are equipped to pursue careers in diverse sectors, such as: Machine Learning Engineer, Data Scientist, AI/ML Software Developer, Business Intelligence Analyst, Research Scientist, AI Product Manager and more. The skills acquired through this program will also prepare students for advanced studies and research in related fields.
