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🧑🎓 Monte Carlo University
Getting Started | MC University
Monte Carlo 101 | Platform Overview
🧑🎓 What is Data Observability?
🧑🎓 Domains
🧑🎓 Key Assets
🧑🎓 Alert Feed + IQ
🧑🎓 Assets + Warehouse Glossary
🧑🎓 Lineage
🧑🎓 Dashboards
🧑🎓 Insights
Monte Carlo 102 | Notifications and Monitors
🧑🎓 Audiences
🧑🎓 Notifications
🧑🎓 Monitors Overview
🧑🎓 Out of the Box ML Monitors: Freshness, Volume, Schema
🧑🎓 Custom ML Monitors
🧑🎓 Custom Rules Based Monitors
Monte Carlo 103 | Automation
🧑🎓 Usage Management
🧑🎓 Performance
🧑🎓 Monte Carlo API
🧑🎓 Monitors as Code
🧑🎓 Notifications as Code
🧑🎓 Monte Carlo Python SDK
🧑🎓 Integrating Airflow
🧑🎓 SSO, User Groups and Permissions
🧑🎓 Exclusion Windows
Monte Carlo Mastery Series
🧑🎓 Monte Carlo Mastery: How To Avoid Alert Fatigue & Manage Incidents Effectively
🧑🎓 What Should You Monitor? Creating a Proactive Monitoring Strategy with Monte Carlo
🧑🎓 How to Scale Data Quality with Data Observability + Data Testing
🧑🎓 How to Optimize Cost, Stakeholder Experience and Data Trust with Performance
🧑🎓 Creating an Alert Strategy that Guarantees Action
🧑🎓 Setting Up Your Monitoring Strategy for Maximum Impact
Product Usage
Monte Carlo at a Glance
Quick Start Guide
Assets
Using Assets
Muting
Asset tags
Field Lineage
Data Profiler
Dashboards
Data operations
Data quality (beta)
Table health
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: Alert History
Insight: Notifications by custom monitor
Insight: Data Product Recommendations
Activity
Alerts
Interacting with Alerts
Alert Statuses
Introducing: Alerts
Marking Alerts as Incidents
Performance
Data Products
Settings
Notifications
Authorization
Single Sign On (SSO)
Map SSO Groups to Authorization Groups
FAQs and Troubleshooting
Usage
Recommended monitoring strategies for tables
User Profile
Weekly Data Reliability Summary Email
Monitors
Monitors Overview
Pipeline Observability
Freshness
Volume
Schema Change
Metrics
Metric Monitors
Available Metrics
Custom Metrics
Segmentation
Backfill history
Validations
Validation Monitors
Available Conditions
SQL Rules
Templates
Comparison Rules
Freshness Rules
Volume Rules
Performance Observability
Query Performance
Additional Resources
Reducing noise from Monitors
Partition Filtering for Monitors
Failure Notifications
Misconfigured Monitors
Allocating query cost
Monitor tags
Anomaly Detection
Detectors Overview
Freshness Detector
Volume Detector
Unchanged Size Detector
Custom Monitors - Automatic Thresholds
Interacting with Monte Carlo's Detectors
Sensitivity Settings
Exclusion Windows
Managing Holidays
Share Feedback
Investigation
Root Cause Analysis (RCA) Insights
Pull requests (beta)
Architecture & Security
Overview
Deployments
AWS: Data Store Deployment
AWS: Agent Deployment
Azure: Data Store Deployment
Azure: Agent Deployment
GCP: Data Store Deployment
GCP: Agent Deployment
Agent Management Resources
Security and Compliance
Data Sampling
Network Connectivity
AWS PrivateLink
AWS Endpoint Services
Azure Private Link
Data Collector
Upgrading the Collector
Announcement: Platform Migrations
Migrating from a Remote Data Collector
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
Integrations
Data Warehouses
BigQuery
Redshift
Snowflake
Azure Synapse (beta)
Teradata
MotherDuck (beta)
Dremio (beta)
Adding Additional Warehouses
Databricks
Troubleshooting & FAQ: Databricks
End of life for Notebook-based Metadata Collection on Databricks
Databricks Workflow (Beta)
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
Azure SQL Database (beta)
MySQL (beta)
Oracle DB (beta)
Postgres
SAP HANA (beta)
SQL Server
Vector Databases
Pinecone (beta)
Chroma
Databricks Vector Search
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BI Tools
Looker
Troubleshooting and FAQs: Looker
Mode BI
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 Alerts and Task Observability
dbt Integration
dbt Cloud
dbt Core
dbt Failures As Monte Carlo Alerts
Fivetran Integration
Troubleshooting and FAQ: Fivetran
Informatica (Beta)
Kafka (beta)
Confluent Cloud (Beta)
Self-Hosted Kafka (Beta)
MSK (Beta)
Prefect (beta)
Circuit breakers
Using providers
Azure Data Factory (Beta)
Notifications & Collaboration
GitHub
Jira
Incident.io
Microsoft Teams
[Legacy version] Microsoft Teams
Opsgenie
PagerDuty
ServiceNow
Slack
Webex
Webhooks
Catalogs
Alation
Atlan
data.world
Secoda
Select Star
Data Collection: Details per Integration
Data Asset Validators
Using self-hosted credentials
Updating an Integration
Resource Center
Advanced Usage
PII Filtering
Muting schemas/tables using regex
Audit Logging
Integration & Feature Lifecycles
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Updated 10 months ago
