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Organize folders, add notebook readme
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@ -21,7 +21,7 @@ $ scp -i <pem_file> <files_to_be_copied> ubuntu@<aws_pub_ip_or_dns>P
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### Checking the Instance
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* The root directory is only 12GB, and only ~ 3GB of that is free.
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* The root directory is only 12GB, and only ~3GB of that is free.
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* There should be a 60GB /mnt directory that you can use to put your data, model checkpoints, models etc. Remember that the /mnt directory won’t be persistent across reboots/terminations.
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@ -58,6 +58,7 @@ $ ssh -i <pem_file> -N -f -L localhost:8888:localhost:8888 ubuntu@<aws_pub_ip_or
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```
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Note: add your AWS key to your ```~/.ssh/config``` file to avoid having to type it in all the time.
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Note 2: kill the process later, finding it with ```ps aux | grep localhost:8888```.
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## Running it in a Dockerfile
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Notebooks/README.md
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Notebooks/README.md
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## Jupyter Notebooks
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### Installing
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Install any dependences for [Jupyter](http://jupyter.readthedocs.io/en/latest/install.html):
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```shell
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$ apt-get install build-essential python3-dev
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$ pip install jupyter
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```
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### Basics
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* A notebook is made up of a number of cells with Python code. You can execute a cell by clicking on it and pressing ```Shift-Enter```.
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# Machine Learning Resources
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Just a place where I dump ML+DL+AI stuff.
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## Online courses:
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@ -12,10 +12,6 @@
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## Resources:
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* Check [papers](https://github.com/bt3gl/Machine-Learning-Resources/tree/master/Papers) folder.
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* Check [talks](https://github.com/bt3gl/Machine-Learning-Resources/tree/master/Talks) folder.
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* Check [docker images](https://github.com/bt3gl/Machine-Learning-Resources/tree/master/Code/Docker_Images) folder.
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* Check [ipython notebooks](https://github.com/bt3gl/Machine-Learning-Resources/tree/master/Notebooks) folder.
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* Check [my blog](http://bt3gl.github.io/) :).
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* Feedly with [list of blogs to follow](https://raw.githubusercontent.com/bt3gl/Machine-Learning-Resources/master/ml_ai_feedly.opml).
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