Databricks : Build Data Lake House for Retail Store

Description

Learn Databricks concepts, PySpark, Spark Structure Streaming, Delta lake, Databricks SQL Analytics.

Learn Bronze Layer.

Learn Silver Layer.

Learn Gold Layer

Learn Databricks concepts, PySpark, Spark Structure Streaming, Delta lake, Databricks SQL Analytics.

Learn Bronze Layer.

Learn Silver Layer.

Learn Gold Layer

Learn Databricks concepts, PySpark, Spark Structure Streaming, Delta lake, Databricks SQL Analytics.

Learn Bronze Layer.

Learn Silver Layer.

Learn Gold Layer

Module 1:

•Setup Azure Account

•Setup Workspace

•Navigate the Workspace

•Clusters

•What is Notebook

•What is Libraries

•Databricks File System (DBFS)

•DBUTILS

•Widgets

Module 2:

•What Is Data Lakehouse

•Delta Lake

•Create Delta Table

•Read & Write Delta Table

•Update / Delete / Merge

•Schema Validation

•Time Travel

•Generated Columns

Module 3:

•Configure Data Source

•Build Product Pipeline

•Build Customer Pipeline

•Build Order Pipeline

•Build Weblogs Pipeline

•Build IP Location Pipeline

•Build Currency Pipeline

•Build Streaming Pipeline

Module 4:

•Build Curated Product Pipeline

•Build Curated Customer Pipeline

•Build Curated Order Pipeline

•Build Curated Weblogs Pipeline

•Build Curated Streaming Pipeline

Module 5:

•Databricks SQL Concept

•Build Foundation of Gold Layer

•Build Gold Layer

•Create Query

•Develop Dashboard

Module 5:

•Databricks SQL Concept

•Build Foundation of Gold Layer

•Build Gold Layer

•Create Query

•Develop Dashboard

Module 6:

•Develop Bronze Layer Workflow

•Develop Silver Layer Workflow

•Develop Gold Layer Workflow

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