Google Cloud AI Platform Prediction Jobs
GPTKB entity
Statements (54)
| Predicate | Object |
|---|---|
| gptkbp:instance_of |
gptkb:Job
|
| gptkbp:can |
Recurring Jobs
One-time Jobs |
| gptkbp:can_be_configured_for |
Custom Prediction Routines
|
| gptkbp:can_be_used_for |
gptkb:Data_Analytics
Real-time Inference Data Science Workflows Model Serving Batch Inference |
| gptkbp:can_be_used_to |
Pre-trained Models
Custom Models |
| https://www.w3.org/2000/01/rdf-schema#label |
Google Cloud AI Platform Prediction Jobs
|
| gptkbp:integrates_with |
gptkb:Big_Query
gptkb:cloud_storage Dataflow |
| gptkbp:is_integrated_with |
Collaboration Tools
Data Visualization Tools Monitoring Tools Third-party Tools CI/ CD Pipelines |
| gptkbp:is_managed_by |
REST API
gcloud command-line tool AI Platform Console |
| gptkbp:is_monitored_by |
gptkb:Stackdriver_Monitoring
Stackdriver Logging |
| gptkbp:is_targeted_at |
gptkb:Cloud_Functions
gptkb:Cloud_Scheduler Pub/ Sub |
| gptkbp:offers |
Logging and Monitoring
Versioning of Models |
| gptkbp:part_of |
gptkb:Google_Cloud_AI_Platform
|
| gptkbp:provides |
Auto-scaling
Endpoint for Predictions Machine Learning Predictions |
| gptkbp:requires |
Model Deployment
|
| gptkbp:security |
gptkb:OAuth_2.0
IAM Roles Private Google Access Service Accounts VPC Service Controls |
| gptkbp:supports |
gptkb:A/_B_Testing
Data Preprocessing Model Evaluation Feature Engineering Multi-Region Deployment Batch Predictions Online Predictions Containerized Models Regional Deployment |
| gptkbp:uses |
gptkb:XGBoost
gptkb:Tensor_Flow gptkb:Scikit-learn |
| gptkbp:bfsParent |
gptkb:Google
|
| gptkbp:bfsLayer |
4
|