About the Course

Do your dashboards look funky? Are your quarterly reports stale? Did John from Finance ping you AGAIN that the data is "wrong?" You're not alone! This "good pipelines, bad data problem" is a tale as old as time, costing organizations time, resources, and stakeholder trust. Based on O'Reilly's Data Quality Fundamentals, our new on-demand data quality certification course will set you up for success as you roll out data cleaning, testing, and observability strategies across your organization. In this course, you'll learn how to:

  • Scale data testing and schema validation

  • Build a data stack optimized for reliability

  • Set and maintain data quality SLAs, SLIs, and SLOs

  • Use SQL to write data anomaly monitors

  • Develop and lead data quality initiatives

  • Optimize ROI on your data investments

Data Quality Certification Course

A crash course to data quality, from strategy to implementation

    1. Introduction to the Data Quality Fundamentals Course

    2. The Rise of Data Downtime

    3. Chapter 1 - Why Data Quality Deserves Attention - Now

    4. Chapter 1 Quiz

    1. Assembling the Building Blocks of a Reliable Data System

    2. When to Build vs. Buy Your Data Warehouse (5 Key Factors)

    3. Chapter 2 Quiz

    1. Collecting, Cleaning, Transforming, & Testing Data

    2. Building Airflow Circuit Breakers: Key Challenges

    3. Chapter 3 Quiz

    1. Monitoring and Anomaly Detection for Your Data Pipelines

    2. Chapter 4 Quiz

    1. Architecting for Data Reliability

    2. How Mercari Operationalizes Data Reliability Engineering at Scale

    3. Chapter 5: Architecting for Data Reliability

    1. Fixing Data Quality Issues at Scale

    2. Modern Data Quality Management: A Proven 6-Step Guide

    3. Chapter 6 Quiz

About this course

  • Free
  • 28 lessons
  • 1 hour of video content

The Data Quality Certification Course

Enroll today