DP-203: Building an Azure Data Engineer Foundation

سرفصل های دوره

This course will teach you the foundations of any data solution, batch and streaming, within Microsoft Azure.

01 Implement Data Security

001 Section Introduction

002 About the Exam

003 Skills Needed for This Course

004 What Are You Going to Learn

02 An Introduction to Data Engineering

001 DP-203 Exam Detail.txt

001 Data Engineering at a Glance

002 Introducing ETL vs. ELT

003 Introducing OLTP vs. OLAP

004 Introducing Data Warehousing

005 Introduction to Database Schema

006 The Key to Understanding Database Schemas

007 Section Recap

03 An Introduction to Data Partitioning

001 An Overview of Data Processing

002 The Basics of Partitioning Data

003 Partitioning Data Best Practices

004 Sharding Data (Partitioning vs. Sharding)

005 Demo Choosing a Partition Key

006 Section Recap

04 Implement a Partition Strategy

001 Understanding File Types

002 Implement a Partition Strategy for Files

003 Introducing Streaming vs. Batch (Business Concept at a High Level)

004 Implement a Partition Strategy for Streaming Workloads

005 Demo Implement a Partition Strategy for Streaming

007 Introducing Azure Synapse Analytics

008 Implement a Partition Strategy for Azure Synapse Analytics

009 Demo Partition Tables in a Dedicated SQL Pool in Synapse Analytics

011 Introducing Azure Data Lake Storage

012 Identify When Partitioning Is Needed in Azure Data Lake Storage Gen2

014 Section Recap

05 Design and Implement the Data Exploration Layer

001 Introducing Azure SQL Serverless vs. Provisioned

002 Create and Execute Queries by Using a Computer Solution that Leverages SQL Serverless and Spark Cluster

003 Demo Execute Queries to Shared Databases from Azure Data Studio

005 Recommend and Implement Azure Synapse Analytics Database Templates

006 Demo Create a New Lake Database Leveraging Database Templates

007 Introducing Microsoft Purview

008 Push New or Updated Data Lineage to Microsoft Purview

009 Demo Browse and Search Metadata in Microsoft Purview Data Catalog

010 Section Recap

06 Conclusion

001 Course Summary

002 Conclusion and Whats Next

003 Exam Guide

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تولید کننده: A Cloud Guru