Last updated on
Ratings
Vertex AI Notebooks description
Vertex AI Notebooks is a Google Cloud tool providing online, collaborative workspaces for data scientists and machine learning engineers. It offers pre-configured environments for faster setup, integrates with other Google Cloud services, and provides tools for building and deploying machine learning models. This makes it easier for teams to manage, share, and collaborate on data science and machine learning projects.
Who is Vertex AI Notebooks best for
Vertex AI Notebooks is a collaborative workspace ideal for data scientists and machine learning engineers building and deploying ML models. It offers pre-configured environments for faster setup and integrates with other Google Cloud services. This simplifies management, sharing, and collaboration on data science projects, especially for larger teams.
-
Best for enterprise companies.
-
Suitable for data science and machine learning teams.
Vertex AI Notebooks features
| Supported Vertex AI Notebooks support creating charts and graphs via Vertex AI Workbench and JupyterLab. |
| Supported Vertex AI supports collaborative features, especially through Colab Enterprise integration. |
| Supported Vertex AI Notebooks supports deploying models to Vertex AI. |
| Supported Vertex AI Notebooks integrates with Google Cloud Storage for data import and export. |
| Supported Vertex AI Notebooks supports building and training AI models using various frameworks like TensorFlow and PyTorch. |
Vertex AI Notebooks alternatives
Google Cloud DatalabBetter for data analysis and visualization. Simpler coding and pre-built templates. More user reviews available. Users report seamless Google Cloud integration and a user-friendly Jupyter interface but note difficulties with non-Google services and scalability limitations.Read more
IBM Watson StudioBetter for users seeking hybrid cloud deployments and visual tools for less technical users. A Vertex AI Notebooks alternative, it has broader industry applicability, serving retail, transportation, government, and professional services. However, user reviews mention difficulties with integration and cost.Read more
Google MeetBetter for team communication and video conferencing. Easy to use, with seamless Google services integration. A Vertex AI Notebooks competitor for general collaboration, but not for machine learning development.Read more
Saturn CloudBetter for users who prefer a platform with more readily available positive user reviews and higher ratings. It also has faster website traffic and employee growth, indicating strong momentum. Offers generous free tier and seamless GitHub integration.Read more
Google Cloud LoggingBetter for centralized logging and monitoring, especially within the Google Cloud ecosystem. A Vertex AI Notebooks alternative for troubleshooting and maintaining audit trails, not for building AI models.Read more
Vertex AIBetter for users without coding experience and offers pre-trained models. More suitable for a wider range of industries like healthcare, finance, and education. Rated higher based on more reviews. Note that ease of implementation and cost-effectiveness may be potential concerns.Read more
Vertex AI Notebooks FAQ
What is Vertex AI Notebooks and what does Vertex AI Notebooks do?
Vertex AI Notebooks is a Google Cloud service providing collaborative Jupyter-based notebooks for machine learning tasks. It facilitates building, training, and deploying models by integrating with other Google Cloud services and offering pre-built environments for streamlined workflows. It's ideal for data scientists and machine learning engineers.
How does Vertex AI Notebooks integrate with other tools?
Vertex AI Notebooks integrates with other Google Cloud services, such as Google Cloud Storage for data management and Vertex AI for model deployment. It also supports popular data science tools and frameworks like TensorFlow and PyTorch, enhancing collaborative model building.
What the main competitors of Vertex AI Notebooks?
Top alternatives to Vertex AI Notebooks include IBM Watson Studio, Google Cloud Datalab, Saturn Cloud, and Qlik AutoML. These competitors offer similar features for building and deploying machine learning models, data visualization, and cloud integration.
Is Vertex AI Notebooks legit?
Yes, Vertex AI Notebooks is a legitimate product from Google Cloud. It's a safe and reliable platform for data scientists and machine learning engineers seeking collaborative workspaces to build and deploy machine learning models. G2 gives it a 4/5 star rating based on user reviews.
How much does Vertex AI Notebooks cost?
Vertex AI Notebooks pricing isn't fixed but depends on the underlying compute engine, storage, and networking resources you use. There are no separate charges for using the notebook service itself. Contact sales for custom pricing.
Is Vertex AI Notebooks customer service good?
Vertex AI Notebooks users mention quick and helpful support from the Google support team. While some find the platform difficult to learn, the readily available customer support appears to mitigate this issue.
Reviewed by
Michal has worked at startups for many years and writes about topics relating to software selection and IT management. As a former consultant for Bain, a business advisory company, he also knows how to understand needs of any business and find solutions to its problems.
Tymon is a seasoned CTO who loves finding the perfect tools for any task. He recently headed up the tech department at Batmaid, a well-known Swiss company, where he managed about 60 software purchases, including CX, HR, Payroll, Marketing automation and various developer tools.