The bootcamp offers hands-on, project-based training from expert instructors with a focus on real-world applications of Python for data science and AI machine learning.
This live online bootcamp teaches high school students Python for data science and machine learning. The curriculum starts with Python fundamentals, including variables, functions, loops, and conditionals. Students then progress to organizing and manipulating data using lists, dictionaries, and sets, and learn to read and write text and CSV files. The course covers data cleaning and analysis with Pandas and data visualization through custom charts like scatter plots and histograms using Matplotlib. The latter half of the program delves into core machine learning techniques such as linear regression and K-nearest neighbors. Students will also explore how AI tools can support their Python workflow for generating code, explaining concepts, and speeding up problem-solving. The program culminates in a final project where students use real datasets to present insights with analysis and visuals.
A typical day involves live online instruction with an expert instructor, hands-on coding projects, and opportunities to ask questions and interact in real-time.
This program is ideal for high school students with a strong interest in coding, data science, and machine learning, with no prior programming experience required.
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