Livoa LogoLivoa
Data Entry
Data Annotation
Storage


Raw Data

Annotated Data

Artifact

Operation


Authentication | User Management | Billing | Admin | End User

Security Level | Role Management | Deployment | SSO | Accounting

Monitoring & Logging


User Monitoring | Data Monitoring | Model Monitoring | Pipeline Monitoring

Infrastructure


Resource Management | High Availability | Automated Installation | Automatic Backup | Update

Container Repository | Scalability | Container Repository

Web UI


Project Space

Sign In | Notebook | Data Preparation | Model Training

Monitor | Deployment | Credit Usage | Billing | Team Member | API Keys

Data & ML Training Pipeline
Data Pipeline


Augmentation | Preprocessing | Data Validation | Data Versioning

Model Training Pipeline


Model Training → Model Evaluation → Model Validation

Hyper Parameter Tuning

Automated Data & ML Pipeline
Data Pipeline


Augmentation | Preprocessing | Data Validation | Data Versioning

Model Training Pipeline


Model Training → Model Evaluation → Model Validation

Hyper Parameter Tuning

Continues Training (CT)
Performance Monitoring
Model Registry
Pipeline Deployment
Continues Delivery (CD) / Model Serving

ML

by Neo

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