CSA250 — Introduction to Artificial Intelligence
CSA 250 - Introduction to Artificial Intelligence CSA 250 - Introduction to Artificial Intelligence Description: This course is based on Intel AI for Workforce. Basic concepts and applications of Artificial Intelligence (AI), including AI project cycles. Focus on issues surrounding AI including ethics, bias, culture, regulations, and professional expectations. Lecture: 3 Lab: 0 Course Content: What is AI: Definition and history of AI, overview of weak vs strong AI concepts AI Trends and Related Technologies: IoT, big data, 5G - how AI intersects and leverages these technologies Main Domains of AI: In-depth look at natural language processing, computer vision, machine learning/statistical learning AI Project Cycle: Steps involved in a typical AI project - data collection, data cleaning, model development, training, evaluation etc. Ethical Considerations in AI: Algorithmic bias, transparency, privacy concerns and societal impacts of AI systems Learning