Updated Video Tutorials section of website

docs/tutorials.md

@@ -6,7 +6,7 @@ permalink: /docs/tutorials.html
 prev: getting-started.html
 ---
 
-###Notebooks
+### Notebooks
 
 - [Deep Learning with Torch - A 60-minute blitz](https://github.com/soumith/cvpr2015/blob/master/Deep Learning with Torch.ipynb)
 - [NNGraph - graph style neural networks](https://github.com/soumith/cvpr2015/blob/master/NNGraph Tutorial.ipynb)
@@ -15,8 +15,9 @@ prev: getting-started.html
 
 ### Video Tutorials
 * [An introduction to Torch. Implementing Convolution Neural Networks and Recurrent Neural Networks by Nicholas Leonard](http://on-demand.gputechconf.com/gtc/2015/webinar/torch7-applied-deep-learning-for-vision-natural-language.mp4)
+* [Torch Video Tutorials](https://github.com/Atcold/torch-Video-Tutorials). Covers the basics (*Lua*, *Torch*'s `Tensor` and `image` package) and intruduces the concepts of neural networks, forward and backward propagation (both by-hand using `Tensor`s and with the `nn` package). More topics will be added soon.
 
-###Slides and EC2 Image
+### Slides and EC2 Image
 - [Slides](https://github.com/soumith/cvpr2015/blob/master/cvpr-torch.pdf)