Modern Data Analytics Reference Architecture on AWS Diagram Publication date: May 31, 2022 (Diagram history) This architecture enables customers to build data analytics pipelines using a …

Mar 13, 2023 · Understand various reference architectures for cloud-scale analytics in Azure.

The goal of this repository is to enable data scientists and ML engineers to develop data science use cases and making it ready for production use. This means focusing on the versioning, …

Modern data architecture tends to follow one of two core approaches: centralized or decentralized. These models guide how enterprise data is collected, stored and governed. …

Explore scalable lakehouse architectures, blueprints and best practices for unifying data, governance and AI — built for engineers and architects.

Jan 19, 2024 · Data architecture needs to account for cross-cutting capabilities, non-functional requirements, and data governance. This white paper describes the reference architecture for …

For more robust security you will need other AWS services such as Amazon CloudWatch, Amazon S3, and AWS VPC. This project aims to be an example of how to pull together these …

Read articles about Reference Architecture in Towards Data Science - the world’s leading publication for data science, data analytics, data engineering, machine learning, and artificial …

Because it can be hard to initially define the architecture of a project, our method starts with the reference architecture and supports architectural changes while following the development of …

Dec 9, 2021 · So far, we have covered the various tools and technologies that are used by a data science team to execute the various steps of the data science process. In this chapter, we …