Google Cloud AI Platform Prediction Jobs
GPTKB entity
Statements (54)
| Predicate | Object |
|---|---|
| gptkbp:instance_of |
gptkb:Job_Search_Engine
|
| gptkbp:bfsLayer |
3
|
| gptkbp:bfsParent |
gptkb:Job_Search_Engine
|
| gptkbp:can_be |
Recurring Jobs
One-time Jobs |
| https://www.w3.org/2000/01/rdf-schema#label |
Google Cloud AI Platform Prediction Jobs
|
| gptkbp:integrates_with |
gptkb:Big_Query
gptkb:Cloud_Computing_Service Dataflow |
| gptkbp:is_aimed_at |
gptkb:Cloud_Functions
gptkb:Cloud_Scheduler Pub/ Sub |
| gptkbp:is_integrated_with |
Collaboration Tools
Data Visualization Tools Monitoring Tools Third-party Tools CI/ CD Pipelines |
| gptkbp:is_monitored_by |
gptkb:Stackdriver_Monitoring
Stackdriver Logging |
| gptkbp:is_used_for |
gptkb:Company
Real-time Inference Pre-trained Models Data Science Workflows Model Serving Custom Models Batch Inference |
| gptkbp:managed_by |
RESTAPI
gcloud command-line tool AI Platform Console |
| 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_features |
gptkb:XMPP_Extension_Protocol
IAM Roles Private Google Access Service Accounts VPC Service Controls |
| gptkbp:setting |
Custom Prediction Routines
|
| gptkbp:supports |
gptkb:Research_Institute
Data Preprocessing Model Evaluation Feature Engineering Multi-Region Deployment Batch Predictions Online Predictions Containerized Models Regional Deployment |
| gptkbp:uses |
gptkb:Graphics_Processing_Unit
gptkb:Scikit-learn XG Boost |