--- title: "#elt articles | Hashnode" description: "Explore 47 articles tagged #elt on Hashnode. Tutorials, guides, and how-tos from the community." url: "https://hashnode.com/tag/elt" --- Tag # #elt 47 posts · 2 followers [Tushar Patil](https://hashnode.com/@tusharp) · [May 22](https://hashnode.com/posts/learning-data-engineering-feels-like-learning-chess/6a1036471f237623eae21161) ### [Learning Data Engineering Feels Like Learning Chess](https://tusharp.hashnode.dev/learning-data-engineering-feels-like-learning-chess?utm_source=hashnode&utm_medium=feed) A practical breakdown of building an end-to-end modern data stack using Airflow, Fivetran, dbt-core, and Databricks, and why system design matters more than individual tools. 4 min read · [tusharp.hashnode.dev](https://tusharp.hashnode.dev/learning-data-engineering-feels-like-learning-chess?utm_source=hashnode&utm_medium=feed) [Vishal Uttam Mane](https://hashnode.com/@vishal-uttam-mane) · [Apr 1](https://hashnode.com/posts/data-engineering-trends-from-etl-to-elt-and-the-modern-data-stack/69cd02e2b504c4ed0a802db4) ### [Data Engineering Trends: From ETL to ELT and the Modern Data Stack](https://vishal-uttam-mane-data-engg.hashnode.dev/data-engineering-trends-from-etl-to-elt-and-the-modern-data-stack?utm_source=hashnode&utm_medium=feed) A modern deep dive into the evolution of data engineering, highlighting the shift from ETL to ELT and the rise of the modern data stack. 3 min read · [vishal-uttam-mane-data-engg.hashnode.dev](https://vishal-uttam-mane-data-engg.hashnode.dev/data-engineering-trends-from-etl-to-elt-and-the-modern-data-stack?utm_source=hashnode&utm_medium=feed) [SANDEEP KUMAR RAJU SANGARAJU](https://hashnode.com/@sangarajus) · [Mar 16](https://hashnode.com/posts/teradata-to-bigquery-migration-the-case-sensitivity-trap-nobody-warns-you-about/69b891e72ad6ae51840ba03a) ### [Teradata to BigQuery Migration: The Case Sensitivity Trap Nobody Warns You About](https://datatrail.hashnode.dev/teradata-to-bigquery-migration-the-case-sensitivity-trap-nobody-warns-you-about?utm_source=hashnode&utm_medium=feed) Why queries break after migrating Teradata to BigQuery. Learn 8 practical solutions to fix case sensitivity issues at enterprise scale. 18 min read · [datatrail.hashnode.dev](https://datatrail.hashnode.dev/teradata-to-bigquery-migration-the-case-sensitivity-trap-nobody-warns-you-about?utm_source=hashnode&utm_medium=feed) [Maheshwar Ligade](https://hashnode.com/@maheshwarligade) · [Feb 15](https://hashnode.com/posts/article-6-mastering-kestras-plugin-ecosystem/699210c5d0b86a73519ef332) ### [Article 6: Mastering Kestra's Plugin Ecosystem.](https://blog.techwasti.com/article-6-mastering-kestras-plugin-ecosystem?utm_source=hashnode&utm_medium=feed) Imagine you're a master chef. You don't just have one knife - you have specialized tools for every task: a paring knife for delicate work, a chef's knife fo 27 min read · [blog.techwasti.com](https://blog.techwasti.com/article-6-mastering-kestras-plugin-ecosystem?utm_source=hashnode&utm_medium=feed) [Uplatz](https://hashnode.com/@uplatz-training) · [Dec 18, 2025](https://hashnode.com/posts/the-data-pipeline-decoded-the-etlelt-evolution/69443969176b32e4ad485e2c) ### [🏷 The Data Pipeline Decoded – The ETL/ELT Evolution](https://uplatz.hashnode.dev/the-data-pipeline-decoded-the-etlelt-evolution?utm_source=hashnode&utm_medium=feed) How modern ETL and ELT pipelines use orchestration tools to scale reliable data workflows. 3 min read · [uplatz.hashnode.dev](https://uplatz.hashnode.dev/the-data-pipeline-decoded-the-etlelt-evolution?utm_source=hashnode&utm_medium=feed) [Uplatz](https://hashnode.com/@uplatz-training) · [Dec 16, 2025](https://hashnode.com/posts/the-data-pipeline-decoded-raw-to-ready/6941b9f0fa297f8f3303b2f0) ### [🏷 The Data Pipeline Decoded – Raw to Ready](https://uplatz.hashnode.dev/the-data-pipeline-decoded-raw-to-ready?utm_source=hashnode&utm_medium=feed) Understanding how raw data is ingested, cleaned, and transformed into analytics-ready assets. 3 min read · [uplatz.hashnode.dev](https://uplatz.hashnode.dev/the-data-pipeline-decoded-raw-to-ready?utm_source=hashnode&utm_medium=feed) [Devadharshini S](https://hashnode.com/@devadharshini) · [Sep 4, 2025](https://hashnode.com/posts/the-heart-of-data-engineering/68bb1da305a9ad2efc8747c5) ### [The Heart of Data Engineering](https://intro-to-data-engineering.hashnode.dev/the-heart-of-data-engineering?utm_source=hashnode&utm_medium=feed) Understanding data pipelines is the first step for every aspiring data engineer. 3 min read · [intro-to-data-engineering.hashnode.dev](https://intro-to-data-engineering.hashnode.dev/the-heart-of-data-engineering?utm_source=hashnode&utm_medium=feed) [Duong Thi Kim Ngan](https://hashnode.com/@dwnngnn0324) · [Jun 27, 2025](https://hashnode.com/posts/etl-extract-transform-load-va-elt-extract-load-transform/685eb0a3dfa0bdaaf46ab16f) ### [ETL (Extract - Transform - Load) và ELT (Extract - Load - Transform)](https://dwnngnn.hashnode.dev/etl-extract-transform-load-va-elt-extract-load-transform?utm_source=hashnode&utm_medium=feed) 1\. ETL (Extract - Transform - Load) ETL là viết tắt của 3 bước trong quy trình xử lý dữ liệu: Extract: Thu thập dữ liệu từ nhiều nguồn khác nhau (cơ sở dữ liệu, API, file, web,…). Transform: Làm sạch, chuẩn hóa, tính toán, thay đổi định dạng dữ liệ... 2 min read · [dwnngnn.hashnode.dev](https://dwnngnn.hashnode.dev/etl-extract-transform-load-va-elt-extract-load-transform?utm_source=hashnode&utm_medium=feed) [Pushkar Dandekar](https://hashnode.com/@pushkardandekar) · [May 28, 2025](https://hashnode.com/posts/dbt-project-structure-building-blocks-of-a-well-organized-data-transformation-pipeline/68368c221c47a2a18c1384df) ### [DBT Project Structure: Building Blocks of a Well-Organized Data Transformation Pipeline](https://pushkardandekar.hashnode.dev/dbt-project-structure-building-blocks-of-a-well-organized-data-transformation-pipeline?utm_source=hashnode&utm_medium=feed) This is the second post in my DBT blog series. If you missed the first part introducing DBT and its role in modern data workflows, you can find it here. After understanding what DBT is and why it's revolutionary for data transformation workflows, it'... 4 min read · [pushkardandekar.hashnode.dev](https://pushkardandekar.hashnode.dev/dbt-project-structure-building-blocks-of-a-well-organized-data-transformation-pipeline?utm_source=hashnode&utm_medium=feed) [Pavit Kaur](https://hashnode.com/@pavitkaur) · [May 27, 2025](https://hashnode.com/posts/from-raw-events-to-refined-data-etl-vs-elt-in-modern-data-pipelines/685988b46375e2a8ecdb52b0) ### [From Raw Events to Refined Data: ETL vs ELT in Modern Data Pipelines](https://datapipelining.hashnode.dev/from-raw-events-to-refined-data-etl-vs-elt-in-modern-data-pipelines?utm_source=hashnode&utm_medium=feed) Should I transform the data before storing it? Or after? Welcome to the world of ETL vs ELT. In this blog, let us go through some topics such as: What ETL and ELT actually mean (without any jargon!) Key differences and trade offs Which is better f... 2 min read · [datapipelining.hashnode.dev](https://datapipelining.hashnode.dev/from-raw-events-to-refined-data-etl-vs-elt-in-modern-data-pipelines?utm_source=hashnode&utm_medium=feed)