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π§βπ Monte Carlo University
Getting Started | MC University
Monte Carlo 101 | Platform Overview
π§βπ What is Data Observability?
π§βπ Domains
π§βπ Key Assets
π§βπ Incident Feed + IQ
π§βπ Assets + Warehouse Glossary
π§βπ Lineage
π§βπ Dashboards
π§βπ Insights
Monte Carlo 102 | Notifications and Monitors
π§βπ Audiences
π§βπ Notifications
π§βπ Notifications 1.0 (Legacy)
π§βπ Monitors Overview
π§βπ Out of the Box ML Monitors: Freshness, Volume, Schema
π§βπ Custom ML Monitors
π§βπ Custom Rules Based Monitors
Monte Carlo 103 | Automation
π§βπ Performance
π§βπ Monte Carlo API
π§βπ Monitors as Code
π§βπ Notifications as Code
π§βπ Filtering Lineage nodes
π§βπ Monte Carlo Python SDK
π§βπ Integrating Airflow
π§βπ SSO, User Groups and Permissions
π§βπ Filtering vs Muting Assets
π§βπ Filtering out Datasets
π§βπ Muting Projects, Datasets or Tables
π§βπ Exclusion Windows
Monte Carlo Mastery Series
π§βπ Setting Up Your Monitoring Strategy for Maximum Impact
π§βπ Creating an Alert Strategy that Guarantees Action
Product Usage
Monte Carlo at a Glance
Quick Start Guide
Assets
Using Assets
Muting
Tags
Field Lineage
Data Explorer
Dashboards
Performance
Data Reliability Dashboard
Table Health Dashboard
Data Product Dashboard
Insights
Importance Score Calculation
Insight: Key Assets
Insight: Coverage Overview
Insight: Table Cleanup Suggestions
Insight: Field-level Cleanup Suggestions
Insight: Field importance scores
Insight: Events
Insight: Rule Results
Insight: Field Health Suggestions
Insight: Misconfigured Monitors
Insight: BI Dashboard Analytics
Insight: Incident History
Insight: Notifications by custom monitor
Incidents
Interacting with Incidents
Incident Statuses
Settings
Notifications
Authorization
Single Sign On (SSO)
Map SSO Groups to Authorization Groups
FAQs and Troubleshooting
Usage
User Profile
Weekly Data Reliability Summary Email
Monitors
Monitors Overview
Pipeline Observability
Freshness
Volume
Schema Change
Metrics
Available Metrics
Metric Monitors
Dimension Tracking
Validations
SQL Rules
Comparison Rules
Freshness Rules
Volume Rules
Performance Observability
Query Performance
Additional Resources
Reducing noise from rules
Partition Filtering for Monitors
Failure Notifications
Misconfigured Monitors
Allocating query cost
Recommend configurations
Anomaly Detection
Detectors Overview
Freshness Detector
Volume Detector
Unchanged Size Detector
Custom Monitors - Automatic Thresholds
Interacting with Monte Carlo's Detectors
Sensitivity Settings
Share Feedback
Exclusion Windows
Root Cause Analysis (RCA) Insights
Architecture & Security
Architecture & Deployment Options
Deployment & Connecting to Resources
AWS: Data Store Deployment
Google Cloud: Data Store Deployment (Beta)
Azure: Data Store Deployment (Beta)
AWS: Agent Deployment
Google Cloud: Agent Deployment (Beta)
Azure: Agent Deployment (Beta)
Network Connectivity to Resources
Data Collector
Upgrading the Collector
Security and Compliance
Data Sampling
Developer Tools
Overview
API
Monitors
Lineage
Integrations
General
API Explorer
SDK
CLI
Secret management with the CLI
Monitors as Code
Locally setting up Monitors as Code
Generating MC monitors from dbt tests
Notifications as Code
Notifications as Code 1.0 (Legacy)
Integrations
Data Warehouses
BigQuery
Redshift
Snowflake
Azure Synapse (beta)
Teradata (beta)
Adding Additional Warehouses
Databricks
Troubleshooting & FAQ: Databricks
End of life for Notebook-based Metadata Collection on Databricks
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
Transactional Databases (beta)
Azure SQL Database (beta)
MySQL (beta)
Oracle DB (beta)
Postgres (beta)
SAP HANA (beta)
SQL Server
Vector Databases
Pinecone (beta)
Chroma
Databricks Vector Search
pgvector
BI Tools
Looker
Troubleshooting and FAQs: Looker
Mode
Periscope/Sisense (beta)
Power BI
Power BI - Credential Creation Process
Sigma (beta)
Tableau - Connected Apps version, recommended
Troubleshooting and FAQs: Tableau
Tableau - PAT version, CLI-only initial setup
Troubleshooting and FAQs: Tableau (PAT version, CLI-only)
Adding or Modifying BI Connections
Orchestration & Transformation
Airflow
Airflow in Lineage
Airflow Incidents and Task Observability
dbt Integration
dbt Cloud
dbt Core
dbt Failures As Monte Carlo Incidents
Fivetran Integration
Troubleshooting and FAQ: Fivetran
Kafka (beta)
Confluent Cloud (Beta)
Self-Hosted Kafka (Beta)
MSK (Beta)
Prefect (beta)
Circuit breakers
Using providers
Notifications & Collaboration
Github
Jira
MS Teams
Opsgenie
PagerDuty
ServiceNow
Slack
Webex
Webhooks
Catalogs
data.world
Alation
Atlan
Data Collection: Details per Integration
Data Asset Validators
Using self-hosted credentials
Resource Center
Advanced Usage
PII Filtering
Muting schemas/tables using regex
Audit Logging
Integration & Feature Lifecycles
Chroma
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Updated 4 months ago