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Data Engineering with Microsoft Azure by Udacity
Learn to design data models, build data warehouses, build data lakes and lakehouse architecture, create data pipelines, and work with large datasets on the Azure platform using Azure Synapse Analytics, Azure Databricks, and Azure Data Factory.
Skills you will learn!
Curriculum
2 Topics
Welcome!
Getting Help
4 Topics
Introduction to Data Modeling
Relational Data Models
NoSQL Data Models
Data Modeling with Apache Cassandra
6 Topics
Introduction to Cloud Data Warehouses with Azure
Introduction to Data Warehouses
ELT and Data Warehouse Technology in the Cloud
Azure Data Warehouse Technologies
Implementing Data Warehouses in Azure
Building an Azure Data Warehouse for Bike Share Data Analytics
7 Topics
Course Introduction
Big Data Ecosystem Data Lakes and Spark
Data Wrangling with Spark
Spark Debugging and Optimization
Azure Databricks
Data Lakes and Lakehouse with Azure Databricks
Building an Azure Data Lake for Bike Share Data Analytics
6 Topics
Introduction to Data Pipelines
Azure Data Pipeline Components
Transforming Data in Azure Data Pipelines
Azure Pipeline Data Quality
Azure Data Pipelines in Production
Data Integration Pipelines for NYC Payroll Data Analytics
1 Topic
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Data Engineering with Microsoft Azure
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