The program offers a project-based curriculum with expert instructors and a small student-to-instructor ratio of 8:1, ensuring personalized attention and practical skill development.
This live online course provides high school students with a comprehensive introduction to Python for data science and machine learning. Students will begin by mastering Python fundamentals, including variables, data types, functions, loops, and control flow. The curriculum then progresses to more advanced topics such as working with complex data structures like lists, dictionaries, and sets for efficient data organization and manipulation. Students will gain practical experience in data analysis by learning to read and write text and CSV files, and clean and prepare data using the powerful Pandas library. The course also covers data visualization, enabling students to create custom charts, scatter plots, and histograms with Matplotlib. A significant portion of the program is dedicated to exploring core machine learning techniques, including linear regression and K-nearest neighbors. The camp culminates in a final project where students apply their acquired skills to real datasets, presenting their insights through analysis and visuals. The program also introduces how AI tools can support Python workflows for code generation, concept explanation, and problem-solving.
A typical day involves a combination of "micro-lectures" where the instructor teaches a short lesson, immediately followed by guided practice through hands-on projects to apply what was just learned.
This program is ideal for high school students with a strong interest in coding who are comfortable with computer basics and want to learn Python for data science and machine learning.
Virtual Camp
Minneapolis STEM Summer Camps is a free directory service that aggregates publicly available information about STEM programs, summer camps, and educational opportunities. We do not operate, sponsor, endorse, accredit, certify, or have any affiliation with the camps and programs listed here unless explicitly stated.
All program details — including pricing, session dates, instructor credentials, curriculum, safety policies, refund terms, transportation, meal arrangements, and admission requirements — are sourced from publicly available information and may be incomplete, outdated, or incorrect. Listings are partially generated and updated using automated AI-assisted research, which can occasionally produce inaccurate details. Parents and guardians are solely responsible for independently verifying every detail directly with the camp before enrolling, paying, or relying on any information shown here.
We make no representations or warranties of any kind, express or implied, about the accuracy, completeness, suitability, safety, quality, availability, or fitness for any particular purpose of any camp, program, or information shown on this site. To the maximum extent permitted by law, we disclaim all liability for any direct, indirect, incidental, consequential, or punitive damages of any kind — including but not limited to financial loss, missed sessions, refund disputes, injury, child safety incidents, transportation issues, dissatisfaction with educational outcomes, or any other harm — arising from your use of this directory or your decision to enroll a child in any listed program. Your use of this site constitutes acceptance of these terms.
If you are a camp operator and notice any inaccurate information about your program, please contact us and we will review and update it. By submitting an inquiry via this site, you consent to the camp contacting you with information about their program.
