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Calculus 3 · Axiom Academy
SUMMARY Calculus 3 Concept Map Explore the connections between every topic in multivariable calculus — how each unit builds on the last. Vectors and their two products — dot product (alignment, work) and cross product (perpendicularity, torque, area) — are the language the rest of the course is written in. The gradient is the hub concept: it drives directional derivatives, tangent planes, and optimization, and — read as a vector field — it becomes a conservative field feeding every "big theorem" in vector calculus. Multiple integration generalizes single-variable integration to 2D and 3D regions to compute area, volume, mass, and center of mass; the right coordinate system (polar, cylindrical, spherical) is what makes the integral solvable. Green's Theorem, Stokes' Theorem, and the Divergence Theorem extend the Fundamental Theorem of Calculus — each says an integral of curl or divergence over a region equals what's happening on its boundary. Every unit connects forward — vectors describe curves, curves lead into surfaces and partial derivatives, partial derivatives feed both optimization and multiple integration, and vector fields tie the whole course together. Vectors carry magnitude and direction, and two products build everything else on top of them. The dot product measures alignment; the cross product builds a new vector perpendicular to both inputs — the tool behind lines, planes, and the quadric surfaces (paraboloids, hyperboloids, ellipsoids) that follow.
This is the written version of the interactive lesson above. See the full Calculus 3 course.