Building an End-to-End Data Pipeline with Delta Lake and Databricks

<h1>Introduction</h1> <p>In this article, we will walk through the process of building a data pipeline using Delta Lake and Databricks. We will use COVID-19 data for the USA, available on&nbsp;<a href="https://www.kaggle.com/datasets/sudalairajkumar/covid19-in-usa?resource=download" rel="noopener ugc nofollow" target="_blank">Kaggle</a>, as our dataset. This pipeline will demonstrate how to ingest raw data, clean and transform it, and finally visualize it.</p> <p>If you are new to the concept of Delta Lake, I suggest you start with my previous article:</p> <h2><a href="https://towardsdev.com/delta-lake-for-beginners-data-lake-data-warehouse-and-more-4017099b87a5?source=post_page-----337202a110a8--------------------------------" rel="noopener ugc nofollow" target="_blank">Delta Lake for Beginners: Data Lake + Data Warehouse And More</a></h2> <h3><a href="https://towardsdev.com/delta-lake-for-beginners-data-lake-data-warehouse-and-more-4017099b87a5?source=post_page-----337202a110a8--------------------------------" rel="noopener ugc nofollow" target="_blank">Welcome to this beginner&rsquo;s guide to Delta Lake! If you are interested in big data, this guide is for you. We&rsquo;ll explain&hellip;</a></h3> <p><a href="https://towardsdev.com/delta-lake-for-beginners-data-lake-data-warehouse-and-more-4017099b87a5?source=post_page-----337202a110a8--------------------------------" rel="noopener ugc nofollow" target="_blank">towardsdev.com</a></p> <h1>Prerequisites</h1> <p>Before we begin, ensure you have the following:</p> <ul> <li>An account on Databricks (Azure Databricks).</li> <li>The COVID-19 dataset for the USA from Kaggle.</li> </ul> <p><a href="https://towardsdev.com/building-an-end-to-end-data-pipeline-with-delta-lake-and-databricks-337202a110a8"><strong>Read More</strong></a></p>