The Tangent Line Theorem states that the tangent line to a curve at a given point is the line that best approximates the curve near that point, and its slope is equal to the derivative of the curve's function at that point. This theorem is fundamental in calculus as it provides a linear approximation to curves, which is crucial for analyzing and understanding instantaneous rates of change.