February 2024
Intermediate to advanced
278 pages
7h 29m
English
Content preview from Deciphering Data Architectures
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Chapter 16. Technologies
As you delve into this chapter, your first crucial decision is choosing between open source solutions and cloud provider offerings. However, there’s more to consider. I’ll guide you in thinking about the scale of your data needs and your organization’s agility requirements.
Beyond this, we’ll explore the landscape of cloud service models, from major providers to the complexity of multi-cloud solutions. The chapter ends by introducing you to three essential software frameworks: Hadoop, Databricks, and Snowflake.
Your answers to the questions in this chapter will profoundly shape your data architecture. It’s not just open source versus proprietary; it’s about crafting the perfect technology mix to suit your unique needs in the world of data architecture.
Choosing a Platform
The decision to use open source software or software from a cloud service provider (CSP) depends on various factors, including specific requirements, budget, expertise, data sensitivity, and control preferences. Evaluate your organization’s needs carefully and consider the trade-offs between the advantages of CSP software and the flexibility and customization offered by open source software (OSS).
Open Source Solutions
Open source software refers to software that is distributed for free with its source code openly available for anyone to view, modify, and distribute. It is typically developed collaboratively by a community of programmers who contribute their knowledge and expertise ...
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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.