Specialisation in Embedded Systems IOT
Curriculum
Our specialised Engineering program in Artificial Intelligence gives you the in-depth knowledge you need to transform large amounts of data into actionable decisions. The program and its curriculum focus on how complex inputs — such as vision, language and huge databases — can be used to make decisions or enhance human capabilities. The curriculum includes course work in Computer Science, Mathematics, Statistics, Computational Modeling, Machine Learning and Symbolic Computation.
Students in this program will take courses in Mathematics & Statistics, Computer Science, AI, Science & Engineering and Management. The program builds a solid foundation by covering the most popular and widely used deep learning technologies and its applications, including Computer Vision, Convoluted & Recurrent Neural Networks, Natural Language Processing and Tensor Flow
Computer Science +
- Computer Systems and Programming
- Principles of Imperative Computation
- Principles of Functional ProgrammingData Science Essentials
- Parallel and Sequential Data Structures and Algorithms
- Agile Software DevelopmentLogic Programming and Computational Logic
Core Subjects in Artificial Intelligence +
- Machine Learning, Deep Learning & Reinforcement Learning
- Information Theory, Inference & Learning Algorithms
- Neural Networks for Machine Learning
- AI Representation and Problem-Solving
- Natural Language Processing
- Computer Vision and Image Analysis.
Some sample Artificial Intelligence Clusters and Subjects +
- Machine Learning
Deep Reinforcement Learning and Control | Applied Machine Learning | Machine Learning for Text Mining
- Advanced Data Analysis
- Decision-Making and Robotics
Neural Computation | Autonomous Agents | Cognitive Robotics | Strategic Reasoning for AI
- Robot Kinematics & Dynamics
- Perception and Language
Information Retrieval and Search Engines | Speech Processing | Computational Perception | Vision Sensors
- Computational Photography
- Human-AI Interaction
Designing Human -Centered Systems | Human-Robot Interaction | Robotic Manipulation | Safe and Interactive Robots