Jupyter Notebook is an open-source web-based application that enables users to create and share computational documents which contain live code, equations, visualizations and explanatory text. Just like the project Jupyter, Jupyter notebooks were first called IPython notebooks, which were also part of the IPython project by Fernando Pérez.
The notebook is like a document that you can access via a browser and allows you to save your live code, the output of interactive sessions, and the explanatory or narrative text.
A notebook is easily shareable. You can save it and convert it to an open standard format such as HTML, PDF, LaTeX, Markdown, and Python by downloading it and then sharing it.
It is possible to use container technology, such as Docker, to package your notebook, a notebook server, any libraries you need, your data, and a stripped-down operating system, into a single downloadable object.
Jupyter notebook has two main components, which are:
Notebook documents - This is a representation of all content visible in the web application, including inputs and outputs of the computations, explanatory text, mathematics, images, and rich media representations of objects.
A web application - This is a browser-based interactive for rendering notebook documents.
Jupyter Notebooks Online
Jupyter Notebooks are popular for their interactivity and support for various programming languages, including Python, R, and Julia. They’ve become essential in data science and machine learning. However, the rise of cloud computing and web technologies has brought forth a new wave of online Jupyter Notebook experiences, allowing users to work on their notebooks on the web without needing to install anything on their local machines. You can try do this for free on Saturn Cloud.
Online Jupyter Notebook Platforms
Online Jupyter Notebook platforms have proliferated, with many options available for users to choose from. These platforms offer a variety of services, including the ability to create, edit, and share Jupyter Notebooks online. Some popular platforms include Saturn Cloud, Google Colab, Microsoft Azure Notebooks, IBM Watson Studio, and Databricks. These services often come with additional features like collaboration tools, GPU access, and integration with other data science tools.
Jupyter + Python Online
One of the main reasons behind the popularity of Jupyter Notebooks is the extensive support for Python, one of the most widely used programming languages in the data science community. Online Jupyter Notebook platforms also provide a robust environment for running Jupyter Python online. Users can write and execute Python code, visualize data, and create rich, interactive documents. Furthermore, these platforms often come equipped with a variety of Python libraries pre-installed, making it easier for users to start their data analysis without having to worry about setting up their environment.
Jupyter Notebooks on the Web
Jupyter Notebooks on the web offer a more accessible and collaborative environment for data analysis and scientific computing. They facilitate seamless sharing and collaboration, as notebooks hosted online can be accessed by multiple users from different locations. Moreover, these platforms usually have options for version control, ensuring that changes to the notebook can be tracked and reverted if necessary.
In addition, Jupyter Notebooks on the web can be used as a teaching tool, allowing instructors to create interactive course materials that students can access and interact with online. This interactive nature of Jupyter Notebooks has revolutionized the way programming and data analysis is taught in classrooms.
Benefits of Using Jupyter Notebooks Online
In summary, there are several benefits to using Jupyter Notebooks online:
Accessibility: Jupyter Notebooks online are more accessible to a broader audience, as users can access them from any device with an internet connection.
Collaboration: Jupyter Notebooks online facilitate seamless sharing and collaboration, as notebooks hosted online can be accessed by multiple users from different locations.
Version control: Online Jupyter Notebook platforms often have options for version control, ensuring that changes to the notebook can be tracked and reverted if necessary.
Education: Jupyter Notebooks online can be used as a teaching tool, allowing instructors to create interactive course materials that students can access and interact with online.
Online Jupyter Notebook platforms have made it easier than ever to create, share, and collaborate on Jupyter Notebooks. They have not only made data science more accessible but also revolutionized the way we teach and learn programming and data analysis.
About Saturn Cloud
Saturn Cloud is your all-in-one solution for data science & ML development, deployment, and data pipelines in the cloud. Spin up a notebook with 4TB of RAM, add a GPU, connect to a distributed cluster of workers, and more. Join today and get 150 hours of free compute per month.