How To Deploy Jupyter Notebook Online
As a data scientist, you may have encountered situations where you need to share your Jupyter notebooks with colleagues or clients who are not familiar with the platform. This can be a challenge, especially if they do not have Jupyter installed on their local machines. One solution to this problem is to deploy your Jupyter notebooks online, making them accessible to anyone with an internet connection. In this blog post, we will explore various options for deploying Jupyter notebooks online.
Option 1: Jupyter Notebook on Saturn Cloud
Saturn Cloud is an online ML platform that offers Jupyter notebooks on free and enterprise tiers. You can deploy notebooks easily with its intuitive UI. You can configure the instance size for more memory, and it also supports GPUs. The notebooks can be shared across teams as well. Lastly, Saturn Cloud offers tools for scaling your workloads.
Option 2: JupyterHub
JupyterHub is a multi-user server for Jupyter notebooks. It allows you to deploy a Jupyter notebook server that can be accessed by multiple users. JupyterHub can be installed on your own server or cloud instance. It provides a web interface for users to log in and access their Jupyter notebooks. JupyterHub also supports authentication using various identity providers such as GitHub, Google, and LDAP.
Option 3: Binder
Binder is a free service that allows you to turn your GitHub repository containing Jupyter notebooks into a collection of interactive notebooks. Binder builds a Docker image of your repository and launches a Jupyter notebook server with the image. You can share the link to the Binder instance with anyone, and they can access the Jupyter notebooks without installing anything on their local machine. Binder is a great option for sharing your Jupyter notebooks with a wider audience.
Option 4: CoCalc
CoCalc is an online platform for collaborative computation. It provides a Jupyter notebook interface along with other tools such as LaTeX, SageMath, and RStudio. CoCalc allows you to collaborate with others in real-time on Jupyter notebooks. You can share your CoCalc workspace with others, and they can access your Jupyter notebooks without installing anything on their local machine. CoCalc also provides a free plan with limited resources and a paid plan with more resources.
Option 5: Cloud Providers
One of the easiest ways to deploy a Jupyter notebook online is to use cloud providers such as Amazon Web Services (AWS), Microsoft Azure, or Google Cloud Platform (GCP). These providers offer pre-configured Jupyter notebook instances that you can launch with a few clicks. You can choose the instance size and configuration based on your requirements. Once the instance is up and running, you can access the Jupyter notebook through a web browser using the instance’s public IP address or domain name.
Conclusion
In this blog post, we explored various options for deploying Jupyter notebooks online. Cloud providers such as AWS, Azure, and GCP offer pre-configured Jupyter notebook instances that you can launch with a few clicks. JupyterHub allows you to deploy a multi-user Jupyter notebook server. Binder allows you to turn your GitHub repository into a collection of interactive Jupyter notebooks. CoCalc provides an online platform for collaborative computation with a Jupyter notebook interface. With these options, you can easily share your Jupyter notebooks with colleagues, clients, and the wider community.
