iD Tech offers a unique blend of cutting-edge STEM education with a traditional summer camp experience, hosted at prestigious university campuses with a guaranteed 8:1 student-to-instructor ratio.
At iD Tech Data Science Camp at the University of Pennsylvania, high school students delve into the exciting fields of data science and machine learning. Through hands-on coding projects primarily using Python, campers gain practical experience in developing advanced Python coding skills, training custom models with integrated machine learning libraries, and exploring industry-standard data science concepts through data visualization and algorithm design. Students will learn to use tools like TensorFlow and Pandas to analyze trends and build data-driven projects, including sentiment analysis applications. The curriculum is designed to foster critical thinking and problem-solving skills, culminating in a data-driven final project where students experiment with techniques like text classification and data analysis to model predictions for real-world scenarios.
The camp provides a balance of intensive learning and traditional summer camp fun. Students spend approximately five hours per day on the computer in small groups with expert instructors, taking breaks for recreational activities like outdoor games and campus exploration. This immersive experience on a prestigious university campus allows students to not only develop in-demand STEM skills but also to socialize, make new friends, and get a taste of collegiate life.
A typical day includes approximately five hours of instruction and collaboration in labs, two hours of activities and socializing, and up to one hour of flex time for project refinement or breaks.
This camp is ideal for high school students aged 13-17 who are interested in exploring data science and machine learning through hands-on Python coding projects in a university setting.
University of Pennsylvania, Philadelphia, PA
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