When it comes to data science and machine learning, notebooks (based on Jupyter) are often the main tool for research and exploration as they allow interactive work with data, in-line visualization, and co-coding. Data scientists may want to move away from notebooks running locally to a cloud service, especially when they need flexible and more robust infrastructure to host the notebooks and when they want to collaborate with others. Google Cloud offers two excellent options: Vertex AI Workbench
