← All camps in New York
AI & Machine Learning · 🏫 Columbia University

Columbia University Pre-College: Data Science and Machine Learning

Students gain hands-on experience with introductory coding and popular machine learning algorithms, preparing them for advanced study in data science and machine learning at an Ivy League institution.

🔥 High School 🕒 3-week Pre-College Program Hybrid (in-person + online) Beginner-friendly 💰 $6,381–$12,837/session
Visit website → ✉ Email camp

About this camp

This pre-college program introduces high school students to the foundational concepts of data science and machine learning. Participants gain hands-on experience with introductory coding using Python, learning to leverage mathematical techniques for data analysis. The curriculum covers an overview of the data science landscape, real-world applications, and popular machine learning algorithms. Students develop skills in creating impactful visualizations and ethically analyzing and presenting data. By the end of the course, students are prepared to become data-driven decision-makers and are equipped with benchmark knowledge for more advanced studies in data science and machine learning.

What a typical day looks like

Classes meet twice daily, once in the morning and once in the afternoon, separated by a two-hour midday break.

Best suited for

Students with little-to-no previous experience with coding/programming who are interested in the foundations of data science and machine learning.

What you'll learn

Data science fundamentals Machine learning algorithms Python programming Data analysis techniques Data visualization Ethical data practices Career exploration in data science

Location

Columbia University, New York, NY

Sponsored by Research Ignited

Important notice for parents and students

New York 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meal arrangements, and admission requirements — are sourced from publicly available information and may be incomplete, outdated, or incorrect.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.

← Back to all camps in New York