Learning Objectives:

– Creating an ssh tunnel between the client device and the instance.

– Configurations on EC2 to allow secure┬ácommunication.

– Create a deep-learning neural network on a notebook and running this algorithm on a GPU.

Jupyter Notebook is a popular choice for running machine learning algorithms. This tech talk covers how Jupyter Notebooks can be securely accessed by creating a secure tunnel between the client device and an EC2 instance. This includes creating an ssh tunnel, pointing out the configurations on EC2 to securely allow communication, and creating a deep-learning neural network on a notebook and running this algorithm on a GPU.

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