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Overview

What Is Mona?
An Example Monitoring Use Case
Concepts

Tutorial

Mona Tutorial
The Tutorial Github Repository
Getting Started with Mona's Configuration
Status Check Homepage
Monitoring for Anomalies in Data Segments
Add a New Notifications Configuration
Recap - the config file so far
Advance Capabilities

SEND YOUR DATA

Send Data Overview
Data Sending Actions
Send data to Mona using the python SDK

Configuration - basics

Configuration Overview
Context Class
Status Check Homepage

Defining Schema and ETL with Field Objects

Fields Overview
Field Build Functions
Special fields
Fields Configuration Examples
Numeric Fields Segmentation
Geographical Data and Mona
Time Data and Mona
Viewing Raw Data Examples in the Dashboard

Automatic Insights Generation

Mona's Insight Generator
Insight Symptoms and Noise Reduction
Possible Explanations
Stanzas and Verses Overview
Param Types
Insight Score Calculation
Insights Urgency Classes
Issues Management
Investigations Based Verse Creation
Insights Stats

Example configuration file

Example: Definition of Context, Fields, and Stanzas

How-To Guides

How to Use the Investigations Page
How to Read an Insight
How to Upload a New Config Using the Python SDK
How to Detect Data Drifts Over Time
How to Detect Drift in Feature Values Between Train and Inference Times
How to Create and Track Relevant Metrics for Classification Models
How to Consider Different Baselines for Different Monitoring Use-Cases
How to Detect a Drop to Zero in Segment Size
How to Detect Changes Between Model Versions
How to Integrate Mona with New Relic

Alerting

Notifications
Email Integration
Slack Integration
Microsoft Teams Integration
Google Chat integration
PagerDuty Integration
Opsgenie Integration
DataDog Integration
Webhook

Admin Capabilities

Team Management
API Access
Data Backfill
Insights on Demand
Roles and Permissions
SSO (Single Sign-On)

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Email Integration

Mona supports highly configurable email alerting. See "Notifications" section for more details on how to set up.

Updated 3 months ago

Slack Integration