After completion of the course, the students will be able to:

CO1: Identify fundamental ethical principles for developing and deploying AI systems.

CO2: Explain the importance of responsible and ethical AI development and its impact on society.

CO3: Apply techniques for detecting and measuring bias in AI models relevant to engineering applications.

CO4: Critically evaluate the strengths and limitations of different XAI techniques.

CO5: Assess the potential benefits and drawbacks of using XAI in different domains like finance, healthcare, and autonomous systems.

CO6: Design a framework for incorporating ethical considerations throughout the AI development lifecycle in an engineering project.