Intelligent Robotic Systems
Students will be taught the skills required to build Intelligent Systems that will help control the advanced robotic systems, autonomous vehicles and industrial automation that will be central to Industry 4.0.
Courses:
- Robotic Systems
- Developing Autonomous Robots & Vehicles
- Human-Robot System Engineering
Intelligent Sensing Systems
Students will be taught the skills and techniques required to build Intelligent Sensing Systems that are able to make decisions based on visual and audio sensory signals, including human speech. Example systems include crowd monitoring, facial recognition, medical sensing, robot and vehicle control.
Courses:
- Vision Systems
- Spatial Reasoning from Sensor Data
- Real Time Audio-Visual Sensing and Sense Making
Practical Language Processing
Students will be equipped with industry-relevant capabilities for building modern AI systems that interact through language, conversation, and speech.
Courses:
- Text Analytics
- Text Processing Using Deep Learning
- Building Multimodal Virtual Assistants
- Building Voice-Based Agentic Systems
Intelligent Financial Risk Management
Students will be equipped with cutting-edge Data Science and Artificial Intelligence (DS/AI) skills tailored for critical financial applications, such as fraud detection and dynamic risk management.
Courses:
- Advanced Machine Learning for Financial Services
- Alternative Data for FinTech Innovation
- Financial Models & Analytics
- Intelligent Risk Management
Architecting AI Systems
Students will learn to apply essential practices in Explainable and Responsible AI, AI-specific cybersecurity, Agentic AI design patterns, advanced software architecture skills, and MLSecOps/LLMSecOps to design, architect, implement and deploy AI systems that are robust, highly available, reusable, maintainable, and extensible, along with the development of relevant project artifacts.
Courses:
- Explainable and Responsbile Artificial Intelligence
- AI and Cybersecurity
- Architecting Agentic AI Solutions
- Deploying and Operating AI Solutions