Google Cloud AI Platform Training
GPTKB entity
Properties (65)
Predicate | Object |
---|---|
gptkbp:instanceOf |
gptkb:Cloud_Computing_Service
|
https://www.w3.org/2000/01/rdf-schema#label |
Google Cloud AI Platform Training
|
gptkbp:integratesWith |
gptkb:Cloud_Dataflow
gptkb:Kubernetes_Engine gptkb:Google_Cloud_Storage gptkb:Cloud_Spanner Cloud Monitoring BigQuery Cloud Functions Cloud Pub/Sub Cloud Run Cloud AI Building Blocks Cloud Composer Cloud AI Platform Notebooks |
gptkbp:offers |
gptkb:User_Interface
Collaboration Tools Documentation Model Evaluation Model Training Cost Management Tools Custom Model Training User Training Version Control AutoML Distributed Training Training Frameworks Training Job Management User_Management Identity_and_Access_Management Logging_Services |
gptkbp:provides |
Data Security
Resource Management Scalability Performance Optimization Monitoring Tools Security Features Service Level Agreements Feedback Mechanisms Service Integration Experiment Tracking Model Registry Training Data Management Training Pipelines Pre-built Algorithms API_Access Machine_Learning_Services Hyperparameter_Tuning |
gptkbp:supports |
gptkb:Jupyter_Notebooks
gptkb:PyTorch Data Preprocessing Resource Allocation TensorFlow Community Support Model Deployment Model Monitoring Data Annotation Data Ingestion Data Versioning Batch Prediction Online Prediction Custom Containers Experiment Reproducibility Multi-Region Training Continuous_Integration Data_Pipeline_Management |