Masterclass Certificate in AI & National Security: High-Performance

• Fundamentals of Artificial Intelligence & National Security: An overview of AI and its impact on national security. This unit will cover the basics of AI, machine learning, and deep learning, as well as the current and potential threats and opportunities they present to national security. • AI Algorithms & Architectures: This unit will delve into the various AI algorithms and architectures used in national security, including supervised and unsupervised learning, neural networks, and genetic algorithms. • Cybersecurity & AI: An examination of how AI can be used to enhance cybersecurity, including intrusion detection, threat intelligence, and automated defense systems. • AI in Surveillance & Counter-Surveillance: This unit will cover the use of AI in surveillance and counter-surveillance technologies, including facial recognition, object detection, and anomaly detection. • AI in Autonomous Systems: An exploration of how AI is used in autonomous systems, such as drones, robots, and self-driving cars, for national security purposes. • Ethics & Governance of AI in National Security: This unit will discuss the ethical and governance considerations of using AI in national security, including privacy, accountability, and transparency. • Advanced AI & National Security: An overview of the latest developments and future directions of AI in national security, including quantum computing, swarm intelligence, and human-machine teaming. • Capstone Project: A hands-on project where students will apply their knowledge of AI in national security to a real-world problem, working in teams to design, implement, and test an AI-based solution.