This is a multipart series to walk you through the crucial data engineering tools and skills Many of these labs are multi-part series, and many of the series build on the previous one. So, in case there's any confusion, the proper order is: Pandas Matplotlib Web Scraping Unstructured Data Getting Data AWS Spark