Monte Carlo and Snowflake Fundamentals

Monte Carlo and Snowflake Fundamentals, available at $39.99, has an average rating of 1.83, with 27 lectures, based on 3 reviews, and has 30 subscribers.

You will learn about Connect Monte Carlo to Snowflake Monitor Data Anomalies in Monte Carlo Configure Customizable Data Notifications Custom SQL Data Monitors Field Health Monitors JSON Schema Monitors Volume and Freshness Monitors Infrastructure as Code Github Actions for CI/CD Useful Snowflake Monitors for All Organizations This course is ideal for individuals who are Data Analysts and Engineers looking to monitor their data in Snowflake or Data Analysts and Engineers looking to set up custom data notifications It is particularly useful for Data Analysts and Engineers looking to monitor their data in Snowflake or Data Analysts and Engineers looking to set up custom data notifications.

Enroll now: Monte Carlo and Snowflake Fundamentals

Summary

Title: Monte Carlo and Snowflake Fundamentals

Price: $39.99

Average Rating: 1.83

Number of Lectures: 27

Number of Published Lectures: 27

Number of Curriculum Items: 29

Number of Published Curriculum Objects: 29

Original Price: $27.99

Quality Status: approved

Status: Live

What You Will Learn

Connect Monte Carlo to Snowflake

Monitor Data Anomalies in Monte Carlo

Configure Customizable Data Notifications

Custom SQL Data Monitors

Field Health Monitors

JSON Schema Monitors

Volume and Freshness Monitors

Infrastructure as Code

Github Actions for CI/CD

Useful Snowflake Monitors for All Organizations

Who Should Attend

Data Analysts and Engineers looking to monitor their data in Snowflake

Data Analysts and Engineers looking to set up custom data notifications

Target Audiences

Data Analysts and Engineers looking to monitor their data in Snowflake

Data Analysts and Engineers looking to set up custom data notifications

Background

Monte Carlo is an incredibly powerful Data Observability tool for your data stack that monitors and alerts for data issues across your data warehouses, data lakes, ETL, and business intelligence. The platform uses machine learning to infer and learn your data, proactively identify data issues, assess their impact, and notify those who need to know. Beyond their ML monitoring, Monte Carlo offers robust customizable data monitoring and alerting so you can set up all types of data alerts for your organization – whether they are for data issues that need to be addressed, or simply for alerts that a specific metric has reached a certain threshold.

What you’ll learn

By the end of the class, you’ll have completely connected your own Monte Carlo and Snowflake accounts following best practices, and you’ll be able to monitor and set up alerts on your Snowflake objects. Some of these skills you’ll gain include:

Configuring customizable monitors based on any data in your warehouse

Ensuring your data pipelines remain fresh with monitoring and alerting

Setting up useful Snowflake monitors to enhance the monitoring of your Snowflake

Configuring notifications through Slack or email

Managing all of the monitoring infrastructure through code

Setting up github actions to preview the infrastructure changes before deployment, and automatically deploy on merge requests

Why you should use Monte Carlo to monitor your Snowflake account

Snowflake is an incredible data warehouse critical to thousands of organizations. But effectively monitoring Snowflake at scale has been difficult, until we start taking advantage of Monte Carlo.

Some of the benefits of using Monte Carlo with Snowflake include:

Automatically monitoring all relevant data with Monte Carlo’s ML monitoring

Detect data quality issues in your pipeline before they reach downstream reports

Identify and manage data anomalies by assigning an owner to each data incident that needs investigation

Essentially, Monte Carlo allows you to use Infrastructure as Code to have full control over monitoring your Snowflake account. By establishing a process for identifying and triaging data incidents, you can efficiently manage your Snowflake account knowing that you have the monitors and alerts in place to let you know about any issues.

About Monte Carlo

Monte Carlo lets you monitor other platforms as well including other Data Warehouses, Data Lakes, and even BI Tools like Tableau. They’re working to reduce data downtime for organizations and are continually pushing to help data teams measure the health of their applications.

Course Curriculum

Chapter 1: Basics

Lecture 1: Introduction

Lecture 2: Monte Carlo and Snowflake Setup

Lecture 3: Monte Carlo User and Permissions

Lecture 4: Monte Carlo CLI and Custom Monitor Intro

Lecture 5: Monitor Successes and Breaches Overview

Lecture 6: Custom SQL Monitor Deep Dive

Lecture 7: Field Health Monitor Overview

Lecture 8: JSON Schema Monitor Overview

Lecture 9: Adjusting Database Connection and Dimension Tracking Monitor Overview

Lecture 10: Updates in UI vs. Code

Chapter 2: Setting Up Realistic Data and Monitors

Lecture 1: New Realistic Data

Lecture 2: Advanced Field Health Monitor

Lecture 3: Advanced Freshness and Volume Monitors

Lecture 4: Advanced Dimension Tracking Monitor

Chapter 3: Essential Snowflake Monitors

Lecture 1: Snowflake Resource Monitor Tracking

Lecture 2: ACCOUNTADMIN Monitoring

Lecture 3: Task Failed Monitoring

Lecture 4: Login Failed Monitoring

Lecture 5: Role Grant Monitoring

Lecture 6: User Access to Warehouse Monitoring

Lecture 7: Table Missing Data Monitor

Chapter 4: Advanced Features and Best Practices

Lecture 1: Rule Breaches and Incidents

Lecture 2: Field Lineage

Lecture 3: Slack Notifications

Lecture 4: Email Notifications

Lecture 5: Github Configuration

Lecture 6: Github Actions

Instructors

Jeremy Holtzman
Data Analyst / Engineer

Rating Distribution

1 stars: 2 votes

2 stars: 0 votes

3 stars: 1 votes

4 stars: 0 votes

5 stars: 0 votes

Frequently Asked Questions

How long do I have access to the course materials?

You can view and review the lecture materials indefinitely, like an on-demand channel.

Can I take my courses with me wherever I go?

Definitely! If you have an internet connection, courses on Udemy are available on any device at any time. If you don’t have an internet connection, some instructors also let their students download course lectures. That’s up to the instructor though, so make sure you get on their good side!