Update README.md

README.md

@@ -35,6 +35,8 @@ Most machine learning models get around the same ~99% test accuracy on MNIST. Th
 
 MNIST-1D is a core teaching dataset in Simon Prince's [Understanding Deep Learning](https://udlbook.github.io/udlbook/) textbook.
 
+For usage examples and tutorials check out these [jupyter notebooks](https://github.com/greydanus/mnist1d/tree/master/notebooks).
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 ![image/png](https://cdn-uploads.huggingface.co/production/uploads/5e70f6048ce3c604d78fe133/VhgTkDsRQ24LVCsup9oMX.png)