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Spark Declarative Pipelines & Lakeflow Designer on Databricks (Coming Soon)
Orientation, Setup & Dataset Exploration
Course Overview & What You Will Build
Getting Started in Databricks & Exploring the Dataset
Delta Lake & Unity Catalog Foundations
Delta Lake Essentials (ACID, Time Travel, Verisoning)
Unity Catalog Basics
Building Declarative Pipelines (Medallion Architecture)
Introduction to Declarative Pipelines & Medallion Architecture
Building the Bronze Layer
Building the Silver Layer (Cleaning & Modeling)
Building the Gold Layer (Business Aggregations)
Orchestrating Declarative pipelines with Lakeflow Designer
Introduction to Lakeflow Designer
Scheduling & Running the Chapter 3 Pipeline in Lakeflow Designer
Updating the Pipeline Inside Lakeflow Designer
Bonus: Streaming with Declarative Pipelines
Streaming Modes in Declarative Pipelines
Connecting Databricks to an AWS Message Queue
Building a Simple Declarative Streaming Pipeline
Summary & Next Steps
Summary & Next Steps
Scheduling & Running the Chapter 3 Pipeline in Lakeflow Designer
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