August 2022
Intermediate to advanced
434 pages
10h 34m
English
book
Serverless ETL and Analytics with AWS Glue
by Vishal Pathak, Subramanya Vajiraya, Noritaka Sekiyama, Tomohiro Tanaka, Albert Quiroga, Ishan Gaur
Content preview from Serverless ETL and Analytics with AWS Glue
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Chapter 10: Data Pipeline Management
Our data is composed of a lot of data types, such as IoT device logs, user logs, web server logs, and business reports. This data is generally stored in multiple data sources, such as relational databases, NoSQL databases, data warehouses, and data lakes, based on your applications, business needs, and rules. In this situation, there might be cases where you must obtain aggregated data results for user analysis, cost reports, and building machine learning models. To obtain the results, you may need to implement data processing flows to read data from multiple data sources by using a programming language, SQL, and so on. We usually call these flows data pipelines.
Recent pipeline flows consist of extracting ...
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.