Azure Data Factory For Data Engineers - Project on Covid19 - Real world project for Data Engineers using Azure Data Factory, SQL, Data Lake, Databricks, HDInsight, CI/CD [DP203]
Major updates to the course since the launch
November 2022 - Addition of sections 15 & 16 focusing on Continuous Integration & Continuous Delivery (CI/CD)
What you'll learn
- You will learn how to build a real-world data pipeline in Azure Data Factory (ADF). This course has been taught using real world data used to report Covid-19 trends.
- You will acquire good Data Engineering skills in Azure using Azure Data Factory (ADF), Azure Data Lake Storage Gen2, Azure SQL Database, Azure Blob Storage and Azure Monitor
- You will learn how to ingest data from sources such as HTTP and Azure Blob Storage into Azure Data Lake Gen2 using Azure Data Factory (ADF)
- You will learn how to transform data using Data Flows in Azure Data Factory (ADF) and load into Azure Data Lake Storage Gen2
- You will learn how to transform data using Databricks Notebook Activity in Azure Data Factory (ADF) and load into Azure Data Lake Storage Gen2
- You will learn how to transform data using Azure HDInsight Activity in Azure Data Factory (ADF) and load into Azure Data Lake Storage Gen2
- You will learn how to load transformed data from Azure Data Lake Storage Gen2 to Azure SQL Database using Azure Data Factory (ADF)
- You will learn extensively about Triggers in Azure Data Factory (ADF) and how to use them to schedule the data pipelines.
- You will learn how to monitor pipelines using Azure Data Factory (ADF), Azure Monitor and Log Analytics with a real-world project.
- You will learn how to build production ready pipelines and good practices and naming standards
- You will gain most of the skills required to pass the Azure Data Engineer Associate certification exams DP200 and DP200, but the primary objective of the course is not to teach you to pass the exams.
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