Coursework

Software Architecture for Big Data

• Fundamentals of Software Architecture for Big Data
• Software Architecture Patterns for Big Data
• Applications of Software Architecture for Big Data

Machine Learning

• Introduction to Machine Learning: Supervised Learning
• Unsupervised Algorithms in Machine Learning
• Introduction to Deep Learning

Foundations of Data Structures and Algorithms

• Programming and Algorithms (Dynamic Programming, Greedy Algorithms)
• Approximation Algorithms and Linear Programming
• Advanced Data Structures, RSA and Quantum Algorithms

Network Systems: Principles and Practice

• Network Systems Foundation
• Linux Networking
• Cloud Networking

Computing, Ethics, and Society

• Computing, Ethics, and Society Foundations
• Ethical Issues in AI and Professional Ethics
• Ethical Issues in Computing Applications

Foundations of Autonomous Systems

• Modeling of Autonomous Systems
• Requirements Specifications for Autonomous Systems
• Verification and Synthesis of Autonomous Systems

Introduction to Robotics with Webots

• Basic Robotic Behaviors and Odometry
• Robotic Mapping and Trajectory Generation
• Robotic Path Planning and Task Execution

Relational Databases

• Relational Database Design
• Structured Query Language (SQL)
• Database Technologies