The program offers a comprehensive, A-G approved curriculum from UC San Diego Extended Studies, providing high school students with college-level coursework and an Award of Completion for college applications and resumes.
This comprehensive online program allows high school students to delve into the world of Artificial Intelligence by building intelligent systems using Python. Students will gain a strong foundation in machine learning, combining Python programming, applied mathematics, and hands-on projects. The curriculum covers essential machine learning algorithms, including regression, classification, clustering, and dimensionality reduction techniques like PCA and LDA. Participants will also explore deep neural networks, learning to implement and analyze single and multi-layer Perceptrons and applying Convolutional Neural Networks to image processing. The program emphasizes practical skills through projects in the Google Colaboratory development environment, where students will write and test Python programs from problem statement to deployment.
A typical day involves engaging with online course materials at your own pace, participating in lectures and code walkthroughs, and working on hands-on projects in the Google Colaboratory environment.
This program is ideal for high school students interested in exploring AI and machine learning, gaining practical coding skills in Python, and building a strong foundation for future studies or careers in technology.
Virtual
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