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`@@ -35,5 +35,5 @@ The Risk paper or the complements do not cover AAD. Readers are referred to the`
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`36`	`36`	`The video tutorial below introduces the core ideas in 15 minutes. Click on the picture to play.`
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`38`		`-[Automatic Differentiation Explained in 15min <src="https://miro.medium.com/max/1400/1*bHsIA1jy08p71uZcg8HiIQ.png">](https://towardsdatascience.com/automatic-differentiation-15min-video-tutorial-with-application-in-machine-learning-and-finance-333e18c0ecbb)`
	`38`	`+![<Automatic Differentiation Explained in 15min src="https://miro.medium.com/max/1400/1*bHsIA1jy08p71uZcg8HiIQ.png">](https://towardsdatascience.com/automatic-differentiation-15min-video-tutorial-with-application-in-machine-learning-and-finance-333e18c0ecbb)`
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