How can high school students explore algorithmic trading responsibly?
High school students should treat algorithmic trading as a quantitative-learning topic: define a rule, use documented data, test it without future information, and explain limits. It is not a promise of investment returns.
A responsible starting point
Learn Python, probability, statistics, and data hygiene before attempting a strategy. Use a historical test as a research exercise, not proof of future performance.
Competition fit
IQIC is designed for a quantitative decision-system project, which can include algorithmic approaches if the method, evidence, assumptions, and limitations are clear. See what students actually do.
Related learning
Continue with algorithmic trading basics and backtesting for beginners.