The program offers a flexible, 100% online learning experience with engaging video lessons taught by Northwestern faculty and expert mentors, culminating in a capstone project and a Certificate of Completion from Northwestern University.
This online program explores the foundational concepts of modern artificial intelligence through engaging video lessons and expert mentorship. Students will understand core concepts, learning how machines recognize patterns and generate content. The course delves into how machines learn using models like perceptrons and neural networks, differentiating between training, testing, and various learning types. Participants will navigate the power of Large Language Models (LLMs), learning effective prompting strategies and addressing limitations such as bias and hallucinations. The program also analyzes the ethical, social, and environmental consequences of AI systems, evaluating design principles for fairness, transparency, and accountability. Students will gain practical skills by exploring no-code AI tools to build prototypes, culminating in a Final Capstone Project where they design and present an original AI-powered prototype or detailed concept, craft a written explanation, and submit an ethical reflection.
Students engage with asynchronous video lessons and complete assignments at their own pace, dedicating approximately 20-30 hours total to coursework and activities, including multimedia, simulations, and curated assignments.
This course is designed for any high school student aged 13 and up who interacts with AI, from future developers to curious users, and wishes to understand its core concepts, applications, and ethical implications.
Virtual
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