Databricks Data Engineering Project for Beginners (FREE Account) | Azure Tutorial

Опубликовано: 15 Январь 2025
на канале: Luke J Byrne
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Get the resources (Github) 👉 https://www.lukejbyrne.com/c/azure-da...
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Let's make an End-to-End Data Pipeline in Databricks.

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0:00 - Introduction
3:47 - What is Databricks and its Architecture
5:33 - Medallion Architecture Explained
10:47 - Setting up Databricks in Azure
19:04 - Access Control and Security
29:04 - Connecting Databricks to Storage
36:07 - Introduction to Databricks Notebooks
44:24 - Setting up Compute Resources
45:54 - Configuring Compute Resources
48:02 - Installing Required Libraries
50:34 - Setting Up Notebooks
53:05 - Bronze Notebook: Fetching Raw Data
1:00:00 - Verifying Data in Bronze Layer
1:02:14 - Silver Notebook: Data Transformation
1:10:09 - Gold Notebook: Advanced Transformations
1:18:01 - Writing to Gold Layer
1:23:19 - Creating a Workflow in Databricks
1:27:25 - Configuring Task Dependencies
1:30:34 - Testing the Workflow
1:33:27 - Conclusion and Next Steps