$\cos^2 \alpha + \cos^2 \beta + \cos^2 \gamma =1$

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Let be $\alpha, \beta, \gamma$ the angles between a generic direction in 3D and the axes $x,y,z$, respectively.

Prove that $\cos^2 \alpha + \cos^2 \beta + \cos^2 \gamma =1$.

PS: the 2D case is trivial. But I can't prove the 3D case.

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Consider the unit vector $$(u,v,w).$$

The cosines of the angles it forms with the axis are given by the dot products

$$\cos\alpha=(1,0,0)\cdot(u,v,w)=u,\\\cos\beta=(0,1,0)\cdot(u,v,w)=v,\\\cos\gamma=(0,0,1)\cdot(u,v,w)=w,$$

and as it is unit

$$u^2+v^2+w^2=1.$$

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Let $$\vec{v}=[v_1,v_2,v_3]$$ then we get $$\cos(\alpha)=\frac{\vec{v}\cdot\vec{e_1}}{|\vec{v}|\cdot|\vec{e_1}|}=\frac{{v_1}}{|\vec{v}|}=\frac{v_1}{\sqrt{v_1^2+v_2^2+v_3^2}}$$

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Hint: If $u$ and $v$ are vectors making an angle $\theta$ then $$u\cdot v=||u||\,||v||\cos(\theta).$$