This course builds a rigorous mathematical foundation, ensuring students are fully prepared for the demands of AP Calculus and future college-level STEM coursework. By bridging the gap between basic algebra and higher-level calculus, it provides the conceptual depth needed for advanced problem-solving. Students master the behavior of complex functions, learning to model real-world phenomena with mathematical precision. This training is essential for anyone pursuing a degree in engineering, physics, or data science. The curriculum emphasizes the 'why' behind the math, moving students toward a mature understanding of mathematical relationships. Participants gain proficiency in using technology to analyze data and justify their logical conclusions. This course is a significant indicator of college readiness and a commitment to academic excellence. It ensures that students enter university with the quantitative confidence required for the most challenging majors.