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Building Your First ETL Pipeline Using Azure Databricks

by Mohit Batra

In this course, you will learn about the Spark based Azure Databricks platform, see how to setup the environment, quickly build extract, transform, and load steps of your data pipelines, orchestrate it end-to-end, and run it automatically and reliably.

What you'll learn

With an exponential growth in data volumes, increase in types of data sources, faster data processing needs and dynamically changing business requirements, traditional ETL tools are facing the challenge to keep up to the needs of modern data pipelines. While Apache Spark is very popular for big data processing and can help us overcome these challenges, managing the Spark environment is no cakewalk.

In this course, Building Your First ETL Pipeline Using Azure Databricks, you will gain the ability to use the Spark based Databricks platform running on Microsoft Azure, and leverage its features to quickly build and orchestrate an end-to-end ETL pipeline. And all this while learning about collaboration options and optimizations that it brings, but without worrying about the infrastructure management.

First, you will learn about the fundamentals of Spark, about the Databricks platform and features, and how it is runs on Microsoft Azure.

Next, you will discover how to setup the environment, like workspace, clusters and security, and build each phase of extract, transform and load separately, to implement the dimensional model.

Finally, you will explore how to orchestrate that using Databricks jobs and Azure Data Factory, followed by other features, like Databricks APIs and Delta Lake, to help you build automated and reliable data pipelines.

When you’re finished with this course, you will have the skills and knowledge of Azure Databricks platform needed to build and orchestrate an end-to-end ETL pipeline.

About the author

Mohit is a Data Engineer, a Microsoft Certified Trainer (MCT) and a consultant. Mohit has 15+ years of extensive experience in architecting large scale Business Intelligence, Data Warehousing and Big Data solutions with companies like Microsoft and some leading investment banks. As an expert in his field, Mohit has often shared his knowledge in Azure, Spark, SQL Server and Power BI at various public forums and as a corporate trainer. Mohit truly loves to teach and enjoys producing high-quality,... more

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