How to take the derivative of an integral?

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$$\frac{\mathrm{d}}{\mathrm{d}y}\left(\frac 2{\sqrt{2\pi}}\int_0^{\sqrt y} \exp\left(-{\frac{x^2}{2}}\right) \,\mathrm{d}x\right).$$

I try to integrate first and then do the differentiation but it's not easy. I want to know other way to do it. Thank you.

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HINT

Note that in general

$$f(t)=\int_{a(t)}^{b(t)}g(u) du\implies f'(t)=g(b(t))\cdot b'(t)-g(a(t))\cdot a'(t)$$

thus

$$\frac d{dy}\left(\frac 2{\sqrt{2\pi}} \int_0^{\sqrt y} e^{\frac {-x^2}{2}}dx\right)=\frac 2{\sqrt{2\pi}}(\sqrt y)'e^{\frac {-y^2}{2}})=\frac 1{\sqrt{2\pi}}\,\frac{1}{\sqrt y}\,e^{\frac {-y}{2}}$$

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We apply the Leibniz integral rule

This gives us,

$$\frac{2}{\sqrt{2\pi}}\left( e^{-(\sqrt{y})^2}\cdot\left(\frac{d}{dy}\sqrt{y}\right) - e^{-0^2}\cdot\left(\frac{d}{dy} 0\right)\right),\\ =\frac{2}{\sqrt{2\pi}}e^{-y}\frac{1}{2\sqrt{y}},\\ =\frac{1}{\sqrt{2\pi}}e^{-y}\frac{1}{\sqrt{y}}$$

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the first derivative is : $$ (\frac{2}{{\sqrt{2\pi}}})\frac{1}{2{\sqrt{y}}}e^{-x^{2}/2}$$

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If you define $F(y)=\int_0^ye^{-\frac{x^2}2}~dx$ then by fundamental lemma of calculus $F$ is differentiable with $F'(y)=e^{-\frac{y^2}2}$.

We use $\frac{d}{dy}\sqrt{y}=\frac1{2\sqrt{y}}$ and the chain rule and get \begin{align*} \frac{\mathrm{d}}{\mathrm{d}y}\left(\frac 2{\sqrt{2\pi}}\int_0^{\sqrt y} \exp\left(-{\frac{x^2}{2}}\right) \,\mathrm{d}x\right)&=\frac{\mathrm{d}}{\mathrm{d}y}\left(\frac 2{\sqrt{2\pi}}F(\sqrt{y}) \right)\\ &=\frac2{\sqrt{2\pi}}F'(\sqrt{y})\cdot\frac1{2\sqrt{y}}\\ &=\frac1{\sqrt{2\pi y}}e^{-\frac{y}2}. \end{align*}