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Introduction

  • Getting Started
  • Setting Up Monte Carlo
  • Security and Compliance
  • Change Log

Monte Carlo University

  • Overview
  • Quick Start Guide
  • Assets
    • Using Assets
  • Intro to monitors
    • Intro to automated monitoring
    • Intro to opt-in monitoring
    • Intro to rules-based monitoring
  • Setting up monitors
    • Setting up Field Health Monitors
    • Setting up Dimension Tracking Monitors
    • Setting up JSON Schema Monitors
    • Setting up Freshness Rules
    • Setting up Volume Rules
    • Setting up SQL Rules
  • Incidents
    • Interacting with Incidents
  • Dashboards
    • Using the Table Health Dashboard
  • Settings
    • Creating a notification in Monte Carlo
  • Advanced usage
    • Muting schemas/tables using regex
    • Setting up dataset/schema controls
    • Locally setting up Monitors as Code

Data Collector

  • Overview
  • Hybrid Deployment
    • Deploying the Collector
    • Upgrading the Collector
    • Advanced Configuration
  • Network Connectivity
    • AWS Networking Tips
    • AWS Network Recommender
    • VPC Peering using CloudFormation
    • PrivateLink using CloudFormation
    • AWS Networking Troubleshoot Guide

Data Warehouse Integrations

  • Overview: Data Warehouses
  • BigQuery
  • Redshift
  • Snowflake
  • Postgres (beta)
  • SQL Server (beta)
  • MySQL (beta)
  • Adding Additional Warehouses
  • Using self-hosted credentials

Databricks Integrations

  • Databricks setup
  • Troubleshooting & FAQ: Databricks
  • Appendix: Databricks
    • Migrating the Databricks Metadata Job to a Job Cluster
    • Databricks SQL Warehouse

Data Lake Integrations

  • Overview: Data Lakes
  • Metastores
    • Glue
    • Hive Metastore
  • Query Engines
    • Athena
    • Presto (beta)
    • Hive SQL (beta)
    • Spark
    • Presto, Hive, & EMR: Query Logs
  • Troubleshooting & FAQ: Data Lakes
  • Appendix: Data Lakes
    • Creating IAM Roles
    • Auto-generating IAM Policy Documents
    • Creating event notifications
    • Adding Additional Connections

BI Integrations

  • Overview: BI
  • Looker
  • Tableau
    • Troubleshooting and FAQs: Tableau
  • Power BI (beta)
    • Power BI - Credential Creation Process
  • Sigma (beta)
  • Periscope/Sisense (beta)
  • Mode
  • Adding or Modifying BI Connections

Other Integrations

  • dbt Integration
    • dbt Cloud
    • dbt Core
    • dbt Failures As Monte Carlo Incidents
  • Fivetran Integration (beta)
    • Troubleshooting and FAQ: Fivetran

Data Health Monitoring

  • Monitors Overview
  • Opt In Monitors
    • Field Health Monitors
  • Custom Rule Monitors
    • Custom Monitors - SQL Rules
    • Freshness Rules
    • Volume Rules
    • Field Quality Monitors
    • Reducing noise from rules
  • Misconfigured Monitors
  • Failure Notifications
  • Partition Filtering for Monitors
  • Field Profiling

Anomaly Detection

  • Detectors Overview
    • Freshness Detector
    • Volume Detector
    • Unchanged Size Detector
  • Root Cause Analysis (RCA) Insights

Notifications & Collaboration

  • Slack
  • MS Teams
  • PagerDuty
  • Opsgenie
  • Webhooks
  • Alation
  • Mattermost
  • Jira
  • Github

Other

  • Field Lineage
  • Insights
    • Importance Score Calculation
    • Insight: Key Assets
    • Insight: Coverage Overview
    • Insight: Table Cleanup Suggestions
    • Insight: Field-level Cleanup Suggestions
    • Insight: Events
    • Insight: Table Read/Write Activity
    • Insight: Rule and SLI Results
    • Insight: Dimension Tracking Suggestions
    • Insight: Field Health Suggestions
    • Insight: Misconfigured Monitors
    • Insight: BI Dashboard Analytics
    • Insight: Incident History
    • Insight: Heavy Queries
    • Insight: Consumption by user
    • Insight: Notifications by custom monitor
    • Insight: Unmonitored Tables
    • Insight: Field importance scores
  • Single Sign On (SSO)
    • Map SSO Groups to Authorization Groups
  • Authorization
  • Data Reliability Dashboard
  • PII Filtering
  • Tags

Developer Resources

  • Getting Started
  • Monte Carlo API
    • General
    • Integrations
    • Lineage
    • Monitors
  • API Explorer
  • Using the CLI
  • Using the SDK
  • Monitors as Code
    • Generating MC monitors from dbt tests
    • Notifications as Code
  • Circuit breakers (beta)
    • Using providers
  • Data Asset Validators (beta)

Dashboards

Suggest Edits

Find guides on how to use your Monte Carlo dashboards here!

  • Using the Table Health Dashboard
  • Data Reliability Dashboard specifications
  • Insights reports specifications

Updated about 2 months ago