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GuideExamplesDocsFAQReleases
  • Get Started
    • Overview
    • Quickstart: KumoRFM
    • Quickstart: Fine-Tune
    • Quickstart: Kumo Coding Agent
  • KumoRFM SDK
    • Introduction
    • Setup
  • KumoRFM Fine-Tuning SDK
    • Introduction
  • KumoRFM Fine-Tuning Platform
    • Introduction
  • Hidden Pages
    • What's Next?
  • Overview
  • Quickstart: KumoRFM
  • Quickstart: Fine-Tune
  • Quickstart: Kumo Coding Agent
  • Introduction
  • Setup
  • Jupyter in VS Code
  • Jupyter in PyCharm
  • Snowflake Notebooks
  • VS Code + Kumo Agent
  • Claude Code
  • Cursor
  • Codex
  • Setup Graph
  • Data Requirements
  • Data Types
  • Table Definitions
  • Graph Definitions
  • Best Practices
  • Snowflake Connector
  • SQLite Connector
  • Databricks Connector
  • DuckDB Connector
  • Make Predictions
  • Querying RFM
  • Prediction Types
  • Filters and Operators
  • Writing Predictive Queries
  • Configuration
  • Forecasting
  • Evaluation
  • Explainability
  • Prediction Explainability
  • How to improve model performance
  • How to do batch prediction
  • RelBench
  • SALT
  • Agent: Sales Lead Scoring
  • Introduction
  • Installation
  • API Key Management
  • Snowflake SPCS Setup
  • Groups, Projects, and RBAC
  • Connectors
  • Connector Reference
  • Tables
  • Graphs
  • Predictive Queries
  • Compute Sessions
  • Code Generation
  • Training & Predictions
  • Artifact and Output Exports
  • Online Serving
  • Introduction
  • Data Connectors
  • AWS S3
  • AWS Glue Catalog
  • Google Cloud BigQuery
  • Snowflake
  • Databricks
  • Local Upload
  • Select Tables
  • Column Preprocessing
  • Create Graph
  • Understanding Predictive Query
  • Predictive Query Structure
  • Task Types
  • Static vs. Temporal
  • Training
  • Large Scale Graph Learning
  • Run Mode
  • Model Plan
  • Model Plan Intuition
  • Evaluation
  • Classification
  • Link Prediction
  • Regression
  • Baselines
  • Explainability
  • REST API
  • UI to SDK Code Generation
  • Batch Predictions
  • Outputs
  • Quotas and Limits
  • Browser
  • Kumo AI SaaS Security White Paper
  • Privacy Policy
  • Consumer Privacy
  • Model Risk Management
  • Data Processing Addendum
  • Deployment Modes
  • SaaS
  • Virtual Private Cloud
  • Simplified VPC Deployment
  • Snowflake Native App Fine-Tuning with Virtual Private Cloud Online Serving
  • Private Link
  • Kumo as a Snowflake Native Application
  • Installing the Snowflake Native App
  • Architecture and Security
  • Schedule Kumo Native App & Batch Predictions
  • Enabling Parallel Job Concurrency in Kumo SPCS
  • Estimating Snowflake Resource Usage
  • Troubleshooting and Support
  • Databricks Native Application
  • Installing the Databricks Native App
  • Architecture and Security
  • SSO Configuration Guide
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Hidden Pages

What's Next?

||View as Markdown|

The following resources can help you get up to speed with writing more effective predictive queries:

  • Kumo Quick Start Guide
  • Predictive Task Reference
  • Predictive Query Reference
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