--- title: "Shreyash Bante (@Shreyash27) | Hashnode" description: "DataEngineering. Read the latest articles by Shreyash Bante on Hashnode." url: "https://hashnode.com/@Shreyash27" --- @Shreyash27 # Shreyash Bante @Shreyash27 · Nagpur,Maharashtra,India · Joined September 2023 DataEngineering ### [Understanding Hierarchical and Network Data Models: Structure, Benefits, and Use Cases](https://bigdatageek.dev/understanding-hierarchical-and-network-data-models-structure-benefits-and-use-cases?utm_source=hashnode&utm_medium=feed) Hierarchical Data Model Overview: The Hierarchical Data Model organizes data in a tree-like structure where records have a parent-child relationship. This model is best suited for situations where data naturally fits into a hierarchy, such as organiz... 4 min read · [bigdatageek.dev](https://bigdatageek.dev/understanding-hierarchical-and-network-data-models-structure-benefits-and-use-cases?utm_source=hashnode&utm_medium=feed) [Oct 23, 2024](https://hashnode.com/posts/understanding-hierarchical-and-network-data-models-structure-benefits-and-use-cases/6718951d2919cf92be1d340b) ### [Exploring Advanced Data Architectures: Common Data Model and Master Data Model🏢🚀](https://bigdatageek.dev/exploring-advanced-data-architectures-common-data-model-and-master-data-model?utm_source=hashnode&utm_medium=feed) 3\. Common Data Model (CDM) Overview: The Common Data Model (CDM) is a standardized and shared data schema that helps integrate and manage data across various systems, applications, and business processes. It provides a common framework for how data i... 5 min read · [bigdatageek.dev](https://bigdatageek.dev/exploring-advanced-data-architectures-common-data-model-and-master-data-model?utm_source=hashnode&utm_medium=feed) [Oct 3, 2024](https://hashnode.com/posts/exploring-advanced-data-architectures-common-data-model-and-master-data-model/66fe36bf358d84ffa5f9a91e) ### [Understanding Data Project Architecture: The Blueprint for Efficient Data Management🏗️🏢](https://bigdatageek.dev/understanding-data-project-architecture-the-blueprint-for-efficient-data-management?utm_source=hashnode&utm_medium=feed) What is Data Project Architecture? Data project architecture refers to the structure and organization of data within a system, guiding how data is stored, accessed, processed, and managed. It provides the blueprint for managing data flows, ensuring t... 6 min read · [bigdatageek.dev](https://bigdatageek.dev/understanding-data-project-architecture-the-blueprint-for-efficient-data-management?utm_source=hashnode&utm_medium=feed) [Oct 1, 2024](https://hashnode.com/posts/understanding-data-project-architecture-the-blueprint-for-efficient-data-management/66fb94d6b627144516e0a282) ### [Understanding Slowly Changing Dimensions (SCD) in ETL: From Basics to Best Practices](https://bigdatageek.dev/understanding-slowly-changing-dimensions-scd-in-etl-from-basics-to-best-practices?utm_source=hashnode&utm_medium=feed) Slowly Changing Dimensions (SCD) Type 0: Fixed Dimensions Description: SCD Type 0 represents a scenario where dimension data remains fixed and does not change once it has been inserted. Any updates in the source system are ignored, and the target sys... 10 min read · [bigdatageek.dev](https://bigdatageek.dev/understanding-slowly-changing-dimensions-scd-in-etl-from-basics-to-best-practices?utm_source=hashnode&utm_medium=feed) [Sep 25, 2024](https://hashnode.com/posts/understanding-slowly-changing-dimensions-scd-in-etl-from-basics-to-best-practices/66f3b214003891c423e8353e) ### [ETL Process: A Beginner’s Guide 3](https://bigdatageek.dev/etl-process-a-beginners-guide-3?utm_source=hashnode&utm_medium=feed) LOAD ⭐ Well, so far we extracted the data from the source and transformed it how difficult will be just to push the data to a location right? well it's different from just pushing the Final Dataframeto a location. how you load data depends on the req... 4 min read · [bigdatageek.dev](https://bigdatageek.dev/etl-process-a-beginners-guide-3?utm_source=hashnode&utm_medium=feed) [Sep 9, 2024](https://hashnode.com/posts/etl-process-a-beginners-guide-3/66de8fcc4f7141b62ad5a3c4)