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Introduction

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

Monte Carlo University

  • Overview
  • Quick Start Guide
  • Monte Carlo 101
    • Navigating the Monte Carlo UI
    • Exploring Monte Carlo Incidents
    • Using Monte Carlo's Incident IQ
    • Creating a Notification in Monte Carlo
    • Setting Up JSON Schema Monitors
  • Advanced Concepts
    • Understanding Field Health Monitors
    • Setting Up Field Health Monitors on Monte Carlo Tables
    • Understanding Dimension Tracking Monitors
    • Muting Schemas/Tables Using Regex
    • Locally Setting Up Monitors as Code
    • Setting Up Freshness SLO Monitors
    • Setting Up Volume SLO Monitors
    • Understanding SQL Rules

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

Data Warehouse Integrations

  • Overview: Data Warehouses
  • Redshift
  • Snowflake
  • BigQuery
  • Adding Additional Warehouses
  • Using self-hosted credentials
  • Project and Dataset Filtering

Databricks Integrations

  • Overview: Databricks
  • 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
    • Hive (SQL)
    • Spark
  • S3 Events - Metadata
  • S3 Events - 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
  • Power BI
  • Periscope (Sisense)
  • Mode
  • Adding or Modifying BI Connections

Other Integrations

  • dbt Integration
    • dbt Cloud
    • dbt Core
    • dbt Failures Are Monte Carlo Incidents
  • Airflow Logs
    • Airflow Logs from S3

Data Health Monitoring

  • Monitors Overview
  • Opt In Monitors
    • Field Health Monitors
  • Custom Rule Monitors
    • Custom Monitors - SQL Rules
    • Setting up Volume SLI
    • Ingestion Validation
  • Misconfigured Monitors
  • Partition Filtering for Monitors
  • [BETA Release] Field Quality Monitors
  • [BETA Release] Field Profiling

Anomaly Detection

  • Detectors Overview
    • Freshness Detector
    • Volume Detector
    • Unchanged Size Detector

Notification Channels

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

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
  • Single Sign On (SSO)
    • Map SSO Groups to Authorization Groups
  • Authorization
  • Data Reliability Dashboard
  • PII Filtering

Developer Resources

  • Getting Started
  • Monte Carlo API
    • General
    • Integrations
    • Lineage
    • Monitors
  • Using the CLI
  • Circuit breakers
    • Using providers
  • Using the SDK
  • Monitors as Code

Advanced Concepts

Suggest Edits

This series of videos is geared toward Monte Carlo advanced users. We will go into how to build custom functionality, use our API, and interact with Monte Carlo programmatically:

  • Understanding Field Health Monitors
  • How to Add Field Health Monitors to Monte Carlo Tables and Views
  • Muting Schemas/Tables Using Regex
  • Setting Up Monitors as Code
  • Setting up Freshness SLI Monitors
  • Setting Up Volume SLI Monitors

Updated 6 months ago