{"id":4288,"date":"2025-08-06T23:26:05","date_gmt":"2025-08-06T23:26:05","guid":{"rendered":"https:\/\/uplatz.com\/blog\/?p=4288"},"modified":"2025-09-01T17:17:13","modified_gmt":"2025-09-01T17:17:13","slug":"dbt-flashcards","status":"publish","type":"post","link":"https:\/\/uplatz.com\/blog\/dbt-flashcards\/","title":{"rendered":"dbt Flashcards"},"content":{"rendered":"<style>\n.dbt-section {<br \/>\n  font-family: Arial, sans-serif;<br \/>\n  margin-top: 40px;<br \/>\n}<br \/>\n.dbt-heading {<br \/>\n  background: linear-gradient(135deg, #0f172a, #1e293b);<br \/>\n  color: white;<br \/>\n  padding: 20px 30px;<br \/>\n  border-radius: 12px;<br \/>\n  text-align: center;<br \/>\n  font-size: 1.8rem;<br \/>\n  font-weight: bold;<br \/>\n  margin-bottom: 30px;<br \/>\n  box-shadow: 0 8px 16px rgba(0,0,0,0.1);<br \/>\n}<br \/>\n.dbt-flashcards {<br \/>\n  display: flex;<br \/>\n  flex-wrap: wrap;<br \/>\n  gap: 20px;<br \/>\n  justify-content: center;<br \/>\n  max-width: 1200px;<br \/>\n  margin: 0 auto;<br \/>\n}<br \/>\n.dbt-card {<br \/>\n  border-radius: 12px;<br \/>\n  padding: 20px;<br \/>\n  width: 300px;<br \/>\n  box-shadow: 0 4px 10px rgba(0,0,0,0.05);<br \/>\n  transition: transform 0.2s;<br \/>\n}<br \/>\n.dbt-card:hover {<br \/>\n  transform: translateY(-6px);<br \/>\n}<br \/>\n.dbt-question {<br \/>\n  font-weight: bold;<br \/>\n  font-size: 1.05rem;<br \/>\n  margin-bottom: 10px;<br \/>\n}<br \/>\n.dbt-answer {<br \/>\n  font-size: 0.92rem;<br \/>\n}<br \/>\n<\/style>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-large wp-image-5282\" src=\"https:\/\/uplatz.com\/blog\/wp-content\/uploads\/2025\/08\/dbt-Flashcards-1024x576.jpg\" alt=\"\" width=\"840\" height=\"473\" srcset=\"https:\/\/uplatz.com\/blog\/wp-content\/uploads\/2025\/08\/dbt-Flashcards-1024x576.jpg 1024w, https:\/\/uplatz.com\/blog\/wp-content\/uploads\/2025\/08\/dbt-Flashcards-300x169.jpg 300w, https:\/\/uplatz.com\/blog\/wp-content\/uploads\/2025\/08\/dbt-Flashcards-768x432.jpg 768w, https:\/\/uplatz.com\/blog\/wp-content\/uploads\/2025\/08\/dbt-Flashcards.jpg 1280w\" sizes=\"auto, (max-width: 840px) 100vw, 840px\" \/><\/p>\n<p><!-- Add image with alt text --><br \/>\n<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.getdbt.com\/ui\/img\/dbt-logo.png\" alt=\"dbt (Data Build Tool) logo and architecture\" width=\"600\" height=\"200\" \/><\/p>\n<div class=\"dbt-section\">\n<div class=\"dbt-heading\">\ud83e\uddf1 dbt (Data Build Tool) Flashcards<\/div>\n<p><strong>dbt (Data Build Tool)<\/strong> is an open-source framework that transforms raw warehouse data into reliable datasets.<br \/>\nIt empowers teams to use SQL, version control, and modular design.<br \/>\nIn addition, dbt helps analysts adopt software engineering best practices.<br \/>\nBelow are quick flashcards to guide your learning.<\/p>\n<div class=\"dbt-flashcards\">\n<div class=\"dbt-card\" style=\"background: #e0f2fe; color: #1e3a8a;\">\n<div class=\"dbt-question\">\u2699\ufe0f What is dbt?<\/div>\n<div class=\"dbt-answer\">dbt is an open-source tool for data transformation. It lets analysts and engineers use SQL with version control to build trusted pipelines.<\/div>\n<\/div>\n<div class=\"dbt-card\" style=\"background: #fff7ed; color: #7c2d12;\">\n<div class=\"dbt-question\">\ud83e\udde0 What language powers dbt?<\/div>\n<div class=\"dbt-answer\">dbt is built in Python. However, its transformations are written in SQL enhanced with Jinja templating.<\/div>\n<\/div>\n<div class=\"dbt-card\" style=\"background: #fef3c7; color: #854d0e;\">\n<div class=\"dbt-question\">\ud83c\udfd7\ufe0f What are dbt models?<\/div>\n<div class=\"dbt-answer\">Models are SQL files that define transformations. Each model is a SELECT statement materialized as a table or view.<\/div>\n<\/div>\n<div class=\"dbt-card\" style=\"background: #fce7f3; color: #9d174d;\">\n<div class=\"dbt-question\">\ud83d\udd01 What is materialization?<\/div>\n<div class=\"dbt-answer\">Materializations define how models persist \u2014 as views, tables, incremental tables, or ephemeral temporary tables.<\/div>\n<\/div>\n<div class=\"dbt-card\" style=\"background: #dcfce7; color: #166534;\">\n<div class=\"dbt-question\">\ud83e\uddea What are tests in dbt?<\/div>\n<div class=\"dbt-answer\">Tests validate data quality. For example, they check for nulls, uniqueness, referential integrity, and custom assertions.<\/div>\n<\/div>\n<div class=\"dbt-card\" style=\"background: #ede9fe; color: #6b21a8;\">\n<div class=\"dbt-question\">\ud83d\udce6 What is a dbt project?<\/div>\n<div class=\"dbt-answer\">A dbt project is a folder structure containing models, tests, macros, and the <code>dbt_project.yml<\/code> configuration.<\/div>\n<\/div>\n<div class=\"dbt-card\" style=\"background: #fef2f2; color: #991b1b;\">\n<div class=\"dbt-question\">\ud83d\udcdc What is dbt run?<\/div>\n<div class=\"dbt-answer\"><code>dbt run<\/code> builds your transformations by executing all models in the order defined by their dependency graph.<\/div>\n<\/div>\n<div class=\"dbt-card\" style=\"background: #e0f2fe; color: #0369a1;\">\n<div class=\"dbt-question\">\ud83d\udcca What is dbt DAG?<\/div>\n<div class=\"dbt-answer\">dbt automatically builds a directed acyclic graph (DAG) of dependencies. This ensures models execute in the right order.<\/div>\n<\/div>\n<div class=\"dbt-card\" style=\"background: #fef9c3; color: #854d0e;\">\n<div class=\"dbt-question\">\ud83d\udd0d What are sources?<\/div>\n<div class=\"dbt-answer\">Sources represent raw tables in your warehouse. You typically reference them in models using <code>source()<\/code>.<\/div>\n<\/div>\n<div class=\"dbt-card\" style=\"background: #fae8ff; color: #7e22ce;\">\n<div class=\"dbt-question\">\ud83d\udca1 What is Jinja in dbt?<\/div>\n<div class=\"dbt-answer\">Jinja is a templating engine. It adds logic such as loops and variables into SQL models, making pipelines flexible.<\/div>\n<\/div>\n<\/div>\n<p>For deeper learning, check out the official<br \/>\n<a href=\"https:\/\/docs.getdbt.com\/\" target=\"_blank\" rel=\"noopener\">dbt documentation<\/a><br \/>\nor the <a href=\"https:\/\/github.com\/dbt-labs\/dbt-core\" target=\"_blank\" rel=\"noopener\">dbt GitHub repository<\/a>.<br \/>\nYou can also explore our <a href=\"https:\/\/uplatz.com\/blog\/\" target=\"_blank\" rel=\"noopener\">Uplatz Blog<\/a><br \/>\nfor more data engineering tutorials.<\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>\ud83e\uddf1 dbt (Data Build Tool) Flashcards dbt (Data Build Tool) is an open-source framework that transforms raw warehouse data into reliable datasets. It empowers teams to use SQL, version control, <span class=\"readmore\"><a href=\"https:\/\/uplatz.com\/blog\/dbt-flashcards\/\">Read More &#8230;<\/a><\/span><\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2437,2392],"tags":[],"class_list":["post-4288","post","type-post","status-publish","format-standard","hentry","category-dbt","category-flashcards"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>dbt Flashcards | Uplatz Blog<\/title>\n<meta name=\"description\" content=\"dbt (Data Build Tool) transforms data with SQL and version control. 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