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🧑🎓 Monte Carlo University
Getting Started | MC University
Detect
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🧑🎓 Validation Monitor
🧑🎓 JSON Schema Monitor
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🧑🎓 Monitoring Agent
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🧑🎓 Warehouse Navigation
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Resolve
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🧑🎓 Monte Carlo API
Settings
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Monte Carlo Mastery Series
🧑🎓 How To Avoid Alert Fatigue & Manage Incidents Effectively
🧑🎓 Creating an Alert Strategy that Guarantees Action
🧑🎓 Creating a Proactive Monitoring Strategy with Monte Carlo
🧑🎓 How to Scale Data Quality with Data Observability + Data Testing
🧑🎓 Setting Up Your Monitoring Strategy for Maximum Impact
🧑🎓 How to Optimize Cost, Stakeholder Experience and Data Trust with Performance
🧑🎓 Optimize Data Quality for Key Assets with Data Products
🧑🎓 How to Roll Out Data Observability to Your Organization
📝 Monte Carlo 101 Certification
Product Usage
Monte Carlo at a Glance
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Performance
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Agent with OpenTelemetry Collector
AWS: CloudFormation Deployment
AWS: Terraform Deployment
AWS: Databricks Configuration
AWS: Athena Configuration
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GCP: Terraform Deployment
GCP: BigQuery Configuration
Open Telemetry Data Store
AWS: CloudFormation Deployment
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Security & Compliance
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AI Agents - AI Features & Technical Info
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Monte Carlo MCP Server Technical Overview
Developer Tools
Overview
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Setting Up Monitors as Code
Table Monitors
Table Monitor
JSON Schema Monitor
Metric Monitors
Metric Monitor
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Validation Monitor
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Job Monitors
Query Performance Monitor
Deprecated Monitors
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Generating MC monitors from dbt tests
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Salesforce Data Cloud
Azure Synapse (public preview)
Microsoft Fabric (public preview)
Teradata
MotherDuck (public preview)
Dremio (public preview)
Starburst (public preview)
ClickHouse (public preview)
Adding Additional Warehouses
Databricks
Troubleshooting & FAQ: Databricks
End of life for Notebook-based Metadata Collection on Databricks
Databricks Workflows
Databricks Query History Access change
screenshot 2025-07-30 at 1.00.01pm
screenshot 2025-07-30 at 12.59.42pm
Data Lakes
Metastores
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Hive Metastore
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Athena
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Hive SQL
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
Metastore + Query Engine Functionality Matrix
Transactional Databases
SQL Server
Postgres
Azure SQL Database
Oracle DB
MySQL
SAP HANA
Salesforce CRM (public preview)
Db2 (public preview)
Vector Databases
Pinecone (public preview)
Object Storage: S3, GCS and ABS
Snowflake External Tables
Redshift External Tables
Glue External Tables
Azure Synapse (Dedicated SQL Pool) External Tables
BigQuery External Tables
Databricks External Tables
BI Tools
Looker
Troubleshooting and FAQs: Looker
Mode BI
Periscope/Sisense (public preview)
Power BI
Power BI - Credential Creation Process
Troubleshooting and FAQs: Power BI
Sigma
Tableau - Connected Apps version, recommended
Troubleshooting and FAQs: Tableau
Tableau - PAT version, CLI-only initial setup
Troubleshooting and FAQs: Tableau (PAT version, CLI-only)
Hex
Orchestration & Transformation
Airflow
Airflow in Lineage
Airflow Alerts and Task Observability
Airflow DAG and Task Lineage
dbt Integration
dbt Cloud
dbt Core
dbt Failures As Monte Carlo Alerts
Fivetran Integration
Troubleshooting and FAQ: Fivetran
Kafka (public preview)
Confluent Cloud (public preview)
Self-Hosted Kafka (public preview)
MSK (public preview)
Prefect
Circuit breakers
Using providers
Azure Data Factory
Additional Support for ADF in Lineage
Code Repositories
GitHub
GitHub Enterprise Server (GHES) Integration
GitLab (public preview)
Azure DevOps (Public Preview)
Notifications & Collaboration
Azure DevOps Work Items (Public Preview)
Datadog
FireHydrant
Google Chat
Incident.io
Jira
Microsoft Teams
[Legacy version] Microsoft Teams
Opsgenie
PagerDuty
ServiceNow
Slack
Webex
Webhooks
Catalogs
Alation
Atlan
Collibra (public preview)
data.world
Secoda
Select Star
Data Collection: Details per Integration
Data Asset Validators
Updating an Integration
Custom Warehouse, Database, and Lake Integrations (Public Preview)
Push Ingest API
Example: IOMETE
Custom Connectors
Validating with Monitors
Example: CockroachDB
Example: Oracle DB v11
Example: Microsoft Fabric
Resource Center
Advanced Usage
PII Filtering
Audit Logging
Network Access Control
Configuring Data Sampling
Session Configuration
Integration & Feature Lifecycles
Getting Support with Monte Carlo
Developer
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Change Log
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