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Ingesting Raw Data to Snowflake and Create a Dimensional Table

3 Scenarios
3 Hours
Beginner
project poster
Industry
e-commerce
Skills
approach
Tools
snowflake

Learning Objectives

Learners will understand how to load raw data from Azure Blob Storage into Snowflake’s Bronze Layer using external stages and the COPY INTO command.
Learners will know about Medallion Architecture and what is the significance it holds in data architecture.
Learners will learn how to define file formats for CSV data, handle errors during data loading, and validate the accuracy of the ingested data.

Overview

Prerequisites

  • Familiarity with Snowflake’s architecture, including databases, schemas, and stages.
  • Ability to write SQL queries for creating tables, loading data using COPY INTO, and performing basic data validation.
  • Understanding how data is stored in Azure Blob Storage and how to access it securely using SAS tokens.
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