diff --git a/doc/resources.md b/doc/resources.md
index f1282a2..09c2a1c 100644
--- a/doc/resources.md
+++ b/doc/resources.md
@@ -2,17 +2,17 @@
 
 ## Simple Neural Network
 - [3Blue1Brown](https://www.3blue1brown.com/topics/neural-networks)
-
-- [Neptune.ai](https://neptune.ai/blog/backpropagation-algorithm-in-neural-networks-guide)
-
+- [Medium](https://medium.com/@14prakash/back-propagation-is-very-simple-who-made-it-complicated-97b794c97e5c)
 - [Simeon Kostadinov: Understanding Backpropagation](https://towardsdatascience.com/understanding-backpropagation-algorithm-7bb3aa2f95fd)
-
 - [Tobias Hill: Gradient Descent](https://towardsdatascience.com/part-2-gradient-descent-and-backpropagation-bf90932c066a)
 
 ## Convolutional Neural Network
 
+- [The Independent Code](https://www.youtube.com/watch?v=Lakz2MoHy6o)
+
 ## Jeux de données
 - [MNIST](http://yann.lecun.com/exdb/mnist/)
+- [ImageNet](https://www.image-net.org/index.php)
 
 ## CUDA
 - [Introduction à CUDA](https://developer.nvidia.com/blog/even-easier-introduction-cuda/) (Documentation Nvidia)