Statements (53)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
cloud-based data science platform
|
| gptkbp:access |
gptkb:Google_Cloud_IAM
|
| gptkbp:announced |
2021
|
| gptkbp:billingModel |
gptkb:Google_Cloud_billing
|
| gptkbp:category |
cloud computing
data science tool machine learning platform |
| gptkbp:developedBy |
gptkb:Google
|
| gptkbp:documentation |
https://cloud.google.com/vertex-ai/docs/workbench/introduction
|
| gptkbp:enables |
data analysis
model deployment model training machine learning development |
| https://www.w3.org/2000/01/rdf-schema#label |
Vertex AI Workbench
|
| gptkbp:integratesWith |
gptkb:Dataflow
gptkb:Dataproc gptkb:BigQuery gptkb:Cloud_Storage gptkb:Vertex_AI |
| gptkbp:offers |
access control
GPU support notebook scheduling version control integration collaborative features TPU support cost management tools auto-shutdown |
| gptkbp:partOf |
gptkb:Google_Cloud_Platform
|
| gptkbp:provides |
custom environments
managed notebooks pre-built environments user-managed notebooks workbench instances |
| gptkbp:regionAvailability |
multiple Google Cloud regions
|
| gptkbp:supports |
gptkb:Python
gptkb:Jupyter_notebooks R batch processing notebook sharing custom containers git integration cloud-native workflows remote execution interactive development pip and conda packages |
| gptkbp:usedFor |
exploratory data analysis
collaborative data science AI model development end-to-end ML workflows |
| gptkbp:website |
https://cloud.google.com/vertex-ai/docs/workbench
|
| gptkbp:bfsParent |
gptkb:Vertex_AI
gptkb:AI_Platform_Notebooks |
| gptkbp:bfsLayer |
5
|