Taught by instructors from Inspirit AI, this for-credit course provides hands-on experience applying machine learning models to real datasets and completing an in-depth research project.
The Lakeside Summer Institute: AI program offers high school students an immersive, hands-on learning experience in artificial intelligence and machine learning. Students will delve into AI's core technologies, including foundational concepts, applications, and programming tools through a combination of live lectures and coding labs. The curriculum covers topics such as computer vision, natural language processing, and neural networks. Participants will gain practical skills by applying various machine learning models to real datasets. The program culminates in an instructor-led research project where students apply their newly acquired talents in a collaborative environment, working on in-depth research projects that could include allocating resources for disaster relief, sustainability improvements, sketch recognition, or creating a movie recommendation website. The course emphasizes ethical responsibility, career paths in AI, and interdisciplinary applications.
A typical day involves morning instruction and coding labs, followed by applying machine learning models to real datasets, and working on an instructor-led research project in the second half of the program.
This program is ideal for high school students interested in understanding the underlying concepts and motivations behind AI technologies and gaining real-world skills to solve problems.
Lakeside School
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