Building an Effective Data Science Practice: A Framework to Bootstrap and Manage a Successful Data Science Practice

© The Author(s), under exclusive license to APress Media, LLC, part of Springer Nature 2022

V. Raina, S. KrishnamurthyBuilding an Effective Data Science Practicehttps://doi.org/10.1007/978-1-4842-7419-4_19

19. Reference Architecture

Vineet Raina¹   and Srinath Krishnamurthy¹

(1)

Pune, India

 

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 shall now look at a reference architecture that can be tailored and used for your data science team’s operations. The reference architecture brings together the various tools and technologies that we have seen so far, to enable the data science process for rapid experimentation and deployment. ...