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Domain: www.startdataengineering.com Added: 2025-08-13 Status: βœ“ Success
www.startdataengineering.com
How to ensure consistent metrics in your warehouse 1. Introduction If you’ve worked on a data team, you’ve likely encountered situations where multiple teams define metrics in slightly different ways,...
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You Have Too Many Metrics
https://staysaasy.com/management/2025/08/02/metrics.html
Metrics can be incredibly powerful. But you have too many of them. Let’s talk about how and when to use metrics. The Golden Rule The golden rule of me...
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6 Steps to Avoid Messy Data in Your Warehouse
https://www.startdataengineering.com/post/n-steps-avoid-messy-dw/
6 Steps to Avoid Messy Data in Your Warehouse - 1. Introduction - 2. Six Steps for a Clean Data Warehouse - 2.1. Understand the business - 2.2. Make d...
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Apache Iceberg Isn't Coming To Save You
https://seattledataguy.substack.com/p/apache-iceberg-isnt-coming-to-save
Hi, fellow future and current Data Leaders; Ben here πŸ‘‹ Today I wanted to talk about Iceberg. I’ve been seeing a lot about it recently. Everyone wants ...
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Using Joins and Group Bys the right way for data warehousing
https://www.startdataengineering.com/post/data-modeling-join-groupby/
Using Joins and Group Bys the right way for data warehousing - 1. Introduction - 2. Joins & Group bys are two of the most commonly used operations in ...
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Selecting the right product metrics (KPIs)
https://longform.asmartbear.com/product-metrics/
Selecting the right product metrics (KPIs) Executives want financial outcomes, strategists want systemic impact, managers want team accountability, te...
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How to Manage Upstream Schema Changes in Data Driven Fast Moving Company
https://www.startdataengineering.com/post/how-to-manage-upstream-schema-changes-in-data-driven-fast-moving-company/
How to Manage Upstream Schema Changes in Data Driven Fast Moving Company - 1. Introduction - 2.Strategies for data teams to handle changing schemas - ...
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Stop Shipping Dashboards That Don’t Matter
https://seattledataguy.substack.com/p/stop-shipping-dashboards-that-dont
Stop Shipping Dashboards That Don’t Matter Three Questions to Ask Before You Build That Dashboard If you work in data, you’ve probably lived this stor...
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Data Engineering Best Practices - #1. Data flow & Code
https://www.startdataengineering.com/post/de_best_practices/
Data Engineering Best Practices - #1. Data flow & Code - 1. Introduction - 2. Sample project - 3. Best practices - 3.1. Use standard patterns that pro...
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Speed Without Understanding - One of the Biggest Risks in Data Engineering
https://seattledataguy.substack.com/p/speed-without-understanding-one-of
Hi, fellow future and current Data Leaders; Ben here πŸ‘‹ I recently was skimming the data engineering subreddit and came across a post with a title that...
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How to quickly deliver data to business users? #1. Adv Data types & Schema evolution
https://www.startdataengineering.com/post/deliver-data-quickly-with-schema-evolution-and-adv-data-types/
How to quickly deliver data to business users? #1. Adv Data types & Schema evolution - 1. Introduction - 2. Use Schema evolution & advanced data types...
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