The Berkeley Coding Academy offers a code-first, project-based curriculum designed by experienced educators, providing a supportive online community and 1-1 help to ensure students of all levels become proficient in building AI-powered applications.
The Berkeley Coding Academy's "Data Science - The AI Journey" is an online summer program designed for high school students to dive into AI and data science, with a strong emphasis on Python programming. Students engage in interactive lectures and apply new concepts to projects within small cohorts. The curriculum covers core Python programming, data analytics, and machine learning applications. Participants learn to build and evaluate machine learning models, create compelling data visualizations using Python libraries like pandas, matplotlib, and seaborn, and explore crucial machine learning concepts such as overfitting, cross-validation, and various scoring metrics. The program culminates in students presenting final projects where they share their research, code, and findings, developing an impressive portfolio and dozens of coding notebooks. The program aims to transform students into practicing data scientists and better programmers, equipping them with valuable tech skills for an AI-driven world.
Students start the day with interactive lectures to learn new concepts and model code, followed by working in small cohorts to apply these concepts to projects and problem-solving. Long coding days are broken up by "bonus time" for students to connect and have fun.
This program is best for academically confident high school students interested in gaining a strong foundation in Python, data science, and machine learning, regardless of prior coding experience.
2251 College Ave, Berkeley, CA 94704
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