Book Image

Mastering Python Scientific Computing

Book Image

Mastering Python Scientific Computing

Overview of this book

Table of Contents (17 chapters)
Mastering Python Scientific Computing
Credits
About the Author
About the Reviewers
www.PacktPub.com
Preface
Index

Possible operations on data


Besides storing data, there are a number of operations that need to be performed to manage and use it effectively:

  • Data farming: The process of using high-performance computing to run a set of simulations for a number of times on huge datasets is called data farming. The output of data farming is a vast view of the visible features and characteristics from the data; it supports the decision-making process. It is an integration of multiple disciplines, including high-performance computing, data analysis and visualization, and large-scale databases.

  • Data management: Data management is a broad term that consists of a number of operations to be performed on the data, including the following:

    • Data governance: This is the main control. It ensures that the entered data possesses the desired standards defined during its modeling. This data entry may be performed manually or by an automated process.

    • Data architecture, analysis, and design: Data architecture involves applying...