--- title: "#dimensional-data-modeling articles | Hashnode" description: "Explore 16 articles tagged #dimensional-data-modeling on Hashnode. Tutorials, guides, and how-tos from the community." url: "https://hashnode.com/tag/dimensional-data-modeling" --- Tag # #dimensional-data-modeling 16 posts · 1 followers [Aniruddha Banerjee](https://hashnode.com/@aniruddhawrites) · [Jul 17](https://hashnode.com/posts/the-post-acquisition-assumption-gap/6a5a830280634967a3771545) ### [The Post-Acquisition Assumption Gap](https://aniruddhawrites.hashnode.dev/the-post-acquisition-assumption-gap?utm_source=hashnode&utm_medium=feed) Why a single Product Master change exposed the hidden assumptions behind CDC, SCD, intent capture, and enterprise governance. 11 min read · [aniruddhawrites.hashnode.dev](https://aniruddhawrites.hashnode.dev/the-post-acquisition-assumption-gap?utm_source=hashnode&utm_medium=feed) [Vishnu D](https://hashnode.com/@vishd) · [May 14](https://hashnode.com/posts/star-schema-vs-snowflake-schema/6a053e69a0c15402779b0277) ### [Star Schema vs Snowflake Schema: Why the Real Difference Isn't What You Think](https://thedatatrench.hashnode.dev/star-schema-vs-snowflake-schema?utm_source=hashnode&utm_medium=feed) Real examples, SQL patterns, and a decision framework — because "denormalized vs normalized" isn't enough. 10 min read · [thedatatrench.hashnode.dev](https://thedatatrench.hashnode.dev/star-schema-vs-snowflake-schema?utm_source=hashnode&utm_medium=feed) [Ricky Suhanry](https://hashnode.com/@datarunner01) · [Feb 27](https://hashnode.com/posts/data-modeling-fundamentals-part-2-data-modeling-approach-and-techniques/69a1bfb2bb7bc9b2f2b6d097) ### [Data Modeling Fundamentals part-2: Data Modeling Approach and Techniques](https://datarunner01.hashnode.dev/data-modeling-fundamentals-part-2-data-modeling-approach-and-techniques?utm_source=hashnode&utm_medium=feed) Welcome readers of data engineering blog, after taking a break on January finally I release the second part of data modeling. Last year, in https://datarunner01.hashnode.dev/data-modeling-fundamentals 18 min read · [datarunner01.hashnode.dev](https://datarunner01.hashnode.dev/data-modeling-fundamentals-part-2-data-modeling-approach-and-techniques?utm_source=hashnode&utm_medium=feed) [Ricky Suhanry](https://hashnode.com/@datarunner01) · [Dec 22, 2025](https://hashnode.com/posts/data-modeling-fundamentals-part-1-introduction-to-data-model-and-data-modeling-types/6949134e6b3cc7917140527b) ### [Data Modeling Fundamentals part-1: Introduction to Data Model and Data Modeling Types](https://datarunner01.hashnode.dev/data-modeling-fundamentals-part-1-introduction-to-data-model-and-data-modeling-types?utm_source=hashnode&utm_medium=feed) Stakeholders are people, organizations, or other entities that have a stake in a business and either influence or are impacted by its performance. It originated from external stakeholders who are indirectly impacted by the company's decisions and act... 9 min read · [datarunner01.hashnode.dev](https://datarunner01.hashnode.dev/data-modeling-fundamentals-part-1-introduction-to-data-model-and-data-modeling-types?utm_source=hashnode&utm_medium=feed) [Corey Satnick](https://hashnode.com/@coreysatnick) · [Sep 7, 2025](https://hashnode.com/posts/dimensional-modeling-101/68bdaff7489642b571420611) ### [Dimensional Modeling 101](https://chasinginsights.com/dimensional-modeling-101?utm_source=hashnode&utm_medium=feed) In my last post, we talked about the medallion architecture - how to layer your data into Bronze, Silver, and Gold so things are cleaner, faster, and easier to manage. But here’s the catch: you can build the optimal pipelines, a performant Lakehouse,... 8 min read · [chasinginsights.com](https://chasinginsights.com/dimensional-modeling-101?utm_source=hashnode&utm_medium=feed) [fakhir hassan](https://hashnode.com/@fakhirhassan) · [Aug 24, 2025](https://hashnode.com/posts/pca-tackling-the-curse-of-dimensionality/68aa7984aac7f2db53b7fb02) ### [PCA: Tackling the Curse of Dimensionality](https://fakhirblogs.io/pca-tackling-the-curse-of-dimensionality?utm_source=hashnode&utm_medium=feed) PCA combats dimensionality by simplifying datasets, preserving essential information 3 min read · [fakhirblogs.io](https://fakhirblogs.io/pca-tackling-the-curse-of-dimensionality?utm_source=hashnode&utm_medium=feed) [Sriram Krishnan](https://hashnode.com/@sriramkrishnan) · [Jul 13, 2025](https://hashnode.com/posts/data-modeling-and-clustering-strategies-in-snowflake/6873bfe7f40a92400f3a0d5d) ### [Data Modeling and Clustering Strategies in Snowflake](https://moderndataarchitect.hashnode.dev/data-modeling-and-clustering-strategies-in-snowflake?utm_source=hashnode&utm_medium=feed) In the last few blog posts, we explored powerful features built into Snowflake—from Time Travel and Streams to UDFs and Snowpark. We also saw how dbt integrates with Snowflake as a transformation layer. Now it’s time to shift gears and focus on data ... 5 min read · [moderndataarchitect.hashnode.dev](https://moderndataarchitect.hashnode.dev/data-modeling-and-clustering-strategies-in-snowflake?utm_source=hashnode&utm_medium=feed) [Aakib Sayed](https://hashnode.com/@iron13) · [Jun 2, 2025](https://hashnode.com/posts/cracking-the-code-of-384-dimensional-embeddings-why-size-matters-in-semantic-search/683d45e56f0fe87c8ffdbe71) ### [Cracking the Code of 384-Dimensional Embeddings: Why Size Matters in Semantic Search](https://iron13.hashnode.dev/cracking-the-code-of-384-dimensional-embeddings-why-size-matters-in-semantic-search?utm_source=hashnode&utm_medium=feed) In the realm of natural language understanding, embedding vectors serve as the crucial link between raw human language and machine-readable insights. Among the various sizes available, the 384-dimensional embedding vector has gained popularity as a b... 3 min read · [iron13.hashnode.dev](https://iron13.hashnode.dev/cracking-the-code-of-384-dimensional-embeddings-why-size-matters-in-semantic-search?utm_source=hashnode&utm_medium=feed) [Sachin Nandanwar](https://hashnode.com/@SachinNandanwar) · [Nov 5, 2024](https://hashnode.com/posts/implement-medallion-architecture-with-scd-type-2-in-microsoft-fabric-part-2/672a3cd0b93f8da32e81d3a0) ### [Implement Medallion architecture with SCD Type 2 in Microsoft Fabric - Part 2](https://www.azureguru.net/implement-medallion-architecture-with-scd-type-2-in-microsoft-fabric-part-2?utm_source=hashnode&utm_medium=feed) Build a star schema for Medallion architecture using SCD Type 2 in Microsoft Fabric's Gold layer. Streamline data transformation 7 min read · [azureguru.net](https://www.azureguru.net/implement-medallion-architecture-with-scd-type-2-in-microsoft-fabric-part-2?utm_source=hashnode&utm_medium=feed) [prakhar singh rajawat](https://hashnode.com/@NormadicDBA) · [Nov 4, 2024](https://hashnode.com/posts/introduction-to-dimensional-modelling/672885bc4fa70fcbbcea1f20) ### [Introduction to Dimensional Modelling.](https://normadicdba.hashnode.dev/introduction-to-dimensional-modelling?utm_source=hashnode&utm_medium=feed) Dimensional Data Modelling which is a Data Modelling technique used for processing and Storing Data which is analyzed and queried for Reporting purposes. 4 min read · [normadicdba.hashnode.dev](https://normadicdba.hashnode.dev/introduction-to-dimensional-modelling?utm_source=hashnode&utm_medium=feed)