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Added links to verify differentiation & integration (#60)
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Added links to verify differentiation and integration using maths
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davneet4u authored and bfortuner committed Oct 12, 2019
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Expand Up @@ -130,7 +130,7 @@ Let's write code to calculate the derivative of any function :math:`f(x)`. We te
computed, actual # = 6.0001, 6 # pretty close if you ask me...


In general it's preferable to use the math to obtain exact derivative formulas, but keep in mind you can always compute derivatives numerically by computing the rise-over-run for a "small step" :math:`h`.
In general it's preferable to use the math to obtain exact `derivative formulas <https://www.teachoo.com/9722/1227/Differentiation-Formulas/category/Finding-derivative-of-a-function-by-chain-rule/>`_, but keep in mind you can always compute derivatives numerically by computing the rise-over-run for a "small step" :math:`h`.


Machine learning use cases
Expand Down Expand Up @@ -531,8 +531,7 @@ Solving :math:`3c=1`, we find :math:`c=\frac{1}{3}` and so the integral function
You can verify that :math:`\frac{d}{dx}\left[\frac{1}{3}x^3 + C\right] = x^2`.



You can also verify Integrals using maths. Here is a set of `formulas <https://www.teachoo.com/5643/728/Integration-Formulas---Trig--Definite-Integrals-Properties-and-more/category/Miscellaneous/>`_ for your reference


Applications of integration
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