Data Science Agent

Related topics

• Data Science Agent is part of Colab Enterprise From the official documentation: “This guide describes how you can use the Data Science Agent in Colab Enterprise to help you perform data science tasks in your notebooks.”
• Data Science Agent works with VPC Service Controls From the official documentation: “The Data Science Agent supports VPC Service Controls.”
• BigQuery works with Data Science Agent From the official documentation: “The Data Science Agent (DSA) for Colab Enterprise and BigQuery lets you automate exploratory data analysis, perform machine learning tasks, and deliver insights all within a Colab Enterprise notebook.”
• Colab Enterprise works with Data Science Agent From the official documentation: “If you haven't already authorized the Data Science Agent, a brief dialog appears while Colab Enterprise authenticates your Google Account to the Data Science Agent.”
• Customer-Managed Encryption Keys works with Data Science Agent From the official documentation: “The Data Science Agent supports customer-managed encryption keys (CMEK).”
• BigQuery is an alternative to Cloud Storage From the official documentation: “The `import_result_sink` must be a Cloud Storage path or a BigQuery table.”
• BigQuery works with Cloud Storage From the official documentation: “Sample to load Avro data from Cloud Storage into a new BigQuery table”
• Customer-Managed Encryption Keys depends on Cloud Key Management Service From the official documentation: “These keys are created and managed using Cloud KMS.”
• Cloud Key Management Service works with Customer-Managed Encryption Keys From the official documentation: “With CMEK, Cloud Key Management Service wraps your stored volume keys.”
• Customer-Managed Encryption Keys secures Cloud Storage From the official documentation: “CMEKs encrypt data at rest in Cloud SQL, Cloud Storage, and within GKE clusters.”
• VPC Service Controls secures BigQuery From the official documentation: “BigQuery data is protected with VPC Service Controls”
• Customer-Managed Encryption Keys depends on Cloud KMS From the official documentation: “You must have a symmetric encryption key in Cloud KMS to use for CMEK.”
• BigQuery works with Gemini Enterprise Agent Platform From the official documentation: “The BigQuery dataset stores all versions for the associated Gemini Enterprise Agent Platform dataset.”
• Cloud KMS works with Customer-Managed Encryption Keys From the official documentation: “With customer-managed encryption keys (CMEK), volume keys are wrapped using your keys stored in Cloud KMS.”
• Cloud Storage works with Customer-Managed Encryption Keys From the official documentation: “Cloud Storage supports CMEK for routing logs.”
• Customer-Managed Encryption Keys is part of Cloud Key Management Service From the official documentation: “The Cloud KMS keys that you create are customer-managed keys.”
• Cloud Storage works with Compute Engine From the official documentation: “For example, you can create a service account that your Compute Engine instances use to access objects stored in Cloud Storage buckets.”
• Customer-Managed Encryption Keys secures BigQuery From the official documentation: “You can either create CMEKs manually to protect your BigQuery resources or use Cloud KMS Autokey.”
• VPC Service Controls secures Gemini Enterprise Agent Platform From the official documentation: “[VPC Service Controls](/vpc-service-controls/docs/overview) can help you mitigate the risk of data exfiltration from Gemini Enterprise Agent Platform.”
• BigQuery works with Cloud Key Management Service From the official documentation: “A Cloud KMS key is considered available and accessible by BigQuery under the following conditions:”
• Cloud Storage works with Gemini Enterprise Agent Platform From the official documentation: “When you perform custom training, Agent Platform usually loads your data from Cloud Storage.”
• Colab Enterprise depends on Compute Engine From the official documentation: “Colab Enterprise uses Compute Engine quota for GPUs.”
• Customer-Managed Encryption Keys secures Gemini Enterprise Agent Platform From the official documentation: “Enable customer-managed encryption keys (CMEK) for the Gemini Enterprise Agent Platform to gain more control over data encryption and key management.”
• VPC Service Controls secures Cloud Storage From the official documentation: “Storage Transfer Service supports transfers to Cloud Storage buckets protected by VPC Service Controls.”
• BigQuery works with Cloud KMS From the official documentation: “BigQuery stores the name of the key used to encrypt the table content and uses that key when a table protected by Cloud KMS is queried.”
• BigQuery works with Colab Enterprise From the official documentation: “You can use Colab Enterprise from within the Google Cloud console, with features built into both Agent Platform and BigQuery.”
• BigQuery works with Workflows From the official documentation: “If you want to retain the information from the job for longer than 60 days, then you can export the job information to BigQuery by using Workflows.”
• Cloud KMS secures BigQuery From the official documentation: “If reading from BigQuery using query source, use this Cloud KMS key to encrypt any temporary tables created.”
• Cloud KMS works with Workflows From the official documentation: “You might encounter errors when using Cloud KMS with Workflows.”
• Cloud Storage works with Colab Enterprise From the official documentation: “Colab Enterprise stores the results in Cloud Storage for you to review and share with others.”
• Customer-Managed Encryption Keys is part of Cloud KMS From the official documentation: “If you want to control your encryption keys, then you can use customer-managed encryption keys (CMEKs) in [Cloud KMS](/kms/docs) with CMEK-integrated services including Dataflow.”
• Customer-Managed Encryption Keys depends on Cloud Storage From the official documentation: “If used for storing Customer-managed Encryption Keys (CMEK): Cloud Storage (See [Cloud Storage pricing](/storage/pricing).)”
• Customer-Managed Encryption Keys secures Compute Engine From the official documentation: “In IL5, CMEK is enabled by default for Compute Engine, Google Kubernetes Engine (GKE), Cloud Storage, and Cloud SQL.”
• VPC Service Controls secures Compute Engine From the official documentation: “To further protect your Compute Engine resources, you can protect them using [VPC Service Controls](/vpc-service-controls/docs/overview).”
• VPC Service Controls works with Workflows From the official documentation: “You can use VPC Service Controls with Workflows to help protect your services.”
• BigQuery depends on Cloud Storage From the official documentation: “BigQuery relies on Cloud Storage for staging file data and supports reading from and writing to several other sources and Google Cloud services.”
• BigQuery works with Compute Engine From the official documentation: “Compute Engine integrates with Google Cloud technologies such as Cloud Storage, Google Kubernetes Engine, and BigQuery, to extend beyond the basic computational capability to create more complex and sophisticated applications.”
• BigQuery works with VPC Service Controls From the official documentation: “BigQuery integrates with VPC Service Controls to restrict access to your BigQuery resources from specific networks.”
• Cloud Key Management Service is an alternative to Customer-Managed Encryption Keys From the official documentation: “Unless your control package mandates a certain encryption key strategy, you can use any Google key management service, including Cloud Key Management Service, Cloud External Key Manager, or CMEK.”
• Cloud Key Management Service works with VPC Service Controls From the official documentation: “If you want your Dataproc Metastore service to run inside a [VPC Service Controls](/dataproc-metastore/docs/vpc-sc) perimeter, you must add the Cloud Key Management Service (Cloud KMS) API to the perimeter.”
• Cloud KMS works with Colab Enterprise From the official documentation: “If you want to control your encryption keys, then you can use customer-managed encryption keys (CMEKs) in [Cloud KMS](/kms/docs) with CMEK-integrated services including Colab Enterprise.”
• Cloud Storage works with Workflows From the official documentation: “Learn how to run serverless workflows using Workflows, Cloud Functions, and Firestore to load raw data, such as event logs, from Cloud Storage to BigQuery.”
• Colab Enterprise works with Customer-Managed Encryption Keys From the official documentation: “For more information about how to use CMEK for Colab Enterprise, see the [Colab Enterprise CMEK page](/colab/docs/cmek).”
• Colab Enterprise is part of Gemini Enterprise Agent Platform From the official documentation: “Colab Enterprise is a part of Gemini Enterprise Agent Platform.”
• Colab Enterprise works with Workflows From the official documentation: “Workflows: Running the Workflow and Cloud Build to trigger Colab Enterprise notebook executions.”
• Compute Engine works with Gemini Enterprise Agent Platform From the official documentation: “Google Compute Engine provides a runtime environment for all features provided by Managed Service for Apache Spark and Gemini Enterprise Agent Platform.”
• Customer-Managed Encryption Keys is part of BigQuery From the official documentation: “If you require more control over encryption keys, BigQuery supports [customer-managed encryption keys](/bigquery/docs/customer-managed-encryption) in the [Cloud Key Management Service](/kms/docs).”
• Customer-Managed Encryption Keys is part of Cloud Storage From the official documentation: “[Cloud Storage](/storage/docs/introduction) provides features such as customer-managed encryption, lifecycle management, and aging and retention policies.”
• Customer-Managed Encryption Keys secures Colab Enterprise From the official documentation: “This guide describes how to use CMEK for Colab Enterprise.”
• Customer-Managed Encryption Keys secures Workflows From the official documentation: “[Use customer-managed encryption keys](/workflows/docs/use-cmek) so that your workflow and associated data at rest are protected using an encryption key that only you can access.”
• Gemini Enterprise Agent Platform depends on Cloud Storage From the official documentation: “Certain tasks in Agent Platform require that you use additional Google Cloud products besides Agent Platform. For example, in most cases, you must use Cloud Storage and Artifact Registry when you create a custom training pipeline.”
• VPC Service Controls secures Cloud Key Management Service From the official documentation: “After you configure VPC Service Controls, you restrict access to Cloud Key Management Service in VPC Service Controls or [enable domain restricted sharing](/resource-manager/docs/organization-policy/restricting-domains).”
• VPC Service Controls secures Cloud KMS From the official documentation: “If the destination project is protected by a VPC-SC perimeter, the perimeter must be configured with ingress rules to allow the VM's service account to access the Cloud KMS API and the specific key resource within the perimeter.”
• VPC Service Controls secures Colab Enterprise From the official documentation: “This page describes how to use VPC Service Controls to set up a Colab Enterprise notebook within a service perimeter.”