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Spark Declarative Pipelines & Lakeflow Designer on Databricks
Orientation, Setup & Dataset Exploration
Course Overview & What You Will Build (2:50)
Getting Started in Databricks & Exploring the Dataset (13:15)
Delta Lake & Unity Catalog Foundations
Delta Lake Essentials (ACID, Time Travel, Verisoning) (9:48)
Unity Catalog Basics (7:19)
Building Declarative Pipelines (Medallion Architecture)
Introduction to Declarative Pipelines & Medallion Architecture (5:30)
Building the Bronze Layer (11:11)
Building the Silver Layer (Cleaning & Modeling) (13:13)
Building the Gold Layer (Business Aggregations) (7:29)
Scheduling & Running the Chapter 3 Pipeline in Lakeflow Designer (6:30)
Orchestrating Declarative pipelines with Lakeflow Designer
Creating a Pipeline Inside Lakeflow Designer Part 1 (5:33)
Creating a Pipeline Inside Lakeflow Designer Part 2 (10:00)
Bonus: Streaming with Declarative Pipelines
Streaming Modes in Declarative Pipelines (2:35)
Connecting Databricks to an AWS Message Queue (5:52)
Building a Simple Declarative Streaming Pipeline (14:42)
Summary & Next Steps
Summary & Next Steps (3:15)
Streaming Modes in Declarative Pipelines
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