Jupyterlab vs Jupyter Notebook: Which One Should You Choose In 2023?

Introduction

In the world of data science, the two most popular open-source Python data science tools are Jupyterlab and Jupyter Notebook. Both are incredibly popular and are often used to create and share interactive data analysis projects. As the data science world continues to evolve, it’s important to understand the differences between Jupyterlab and Jupyter notebook and which one is best for your needs in 2023.

What is Jupyterlab?

Jupyterlab is an open-source web-based interactive Python development environment. It was released in 2018 and has quickly become the preferred tool for data scientists and machine learning engineers due to its simple and intuitive user interface. Jupyterlab is built off of the popular Jupyter Notebook and provides an integrated environment for developers to write, execute, and debug their code.

What is Jupyter Notebook?

Jupyter Notebook is an open-source web-based application for creating and sharing interactive documents. It was created in 2011 and has since become the go-to tool for data scientists and machine learning engineers to share their work. Jupyter Notebook is written in Python and allows developers to write, execute, and debug their code directly in the browser.

Jupyterlab vs Jupyter Notebook

When it comes to comparing Jupyterlab and Jupyter Notebook, there are several key differences to consider. Jupyterlab is more feature-rich, offering advanced features like debugging, interactive widgets, and support for multiple programming languages. Jupyter Notebook, on the other hand, is simpler and more lightweight, making it ideal for quick data analysis projects.

Which One Should You Choose in 2023?

When it comes to choosing between Jupyterlab and Jupyter Notebook in 2023, it depends on your needs and preferences. If you are looking for a more feature-rich and powerful Python data science tool, then Jupyterlab is the best choice. If you are looking for a simpler and more lightweight tool for quick data analysis projects, then Jupyter Notebook is the best choice.

Conclusion In conclusion, both Jupyterlab and Jupyter Notebook are incredibly popular and powerful data science tools. When it comes to choosing between the two in 2023, it depends on your needs and preferences. If you are looking for a more feature-rich and powerful Python data science tool, then Jupyterlab is the best choice. If you are looking for a simpler and more lightweight tool for quick data analysis projects, then Jupyter Notebook is the best choice.