During the past few months, we conducted a poll to see what project management framework teams used to help execute...
CRISP-DM is Still the Most Popular Framework for Executing Data Science Projects
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What is a Data Science Workflow?
A data science workflow defines the phases (or steps) in a data science project. Using a well-defined data science...
CRISP-DM for Data Science Teams: 5 Actions to Consider
While there is no standard process for a team to use when working on a data science project, CRISP-DM (CRoss-Industry...
Data Science Project Roadmap Example
Various process models and frameworks such as CRISP-DM, TDSP, Domino Data Labs Life Cycle, or Data Driven Scrum...
Vertical vs Horizontal Slicing Data Science Deliverables
Traditional software approaches favor developing software layer-by-layer (horizontal slicing) while software agilists...
Lessons from 20 Data Science Teams
What can you learn if you observe data science teams across 20 large companies? I asked Mac Steele, Director of...
Domino Data Science Life Cycle
The Domino Data Science Life Cycle is a modern life cycle approach. Domino Data Lab, a Silicon Valley vendor that...
Data Science Methodologies and Frameworks Guide
The fields of artificial intelligence and data science have matured greatly in the past decade. And yet, teams often...
What is TDSP?
Team Data Science Process If you combine Scrum and CRISP-DM, you will get something that looks like Microsoft's Team...
Research and Development
What is a Data Science R&D Approach? The data science process can be viewed as a research endeavor that...
Bimodal: Agile-Waterfall
Agilists juxtapose waterfall as the antithesis of agility. However, Eric Stolterman, Senior Executive Associate Dean...
What is CRISP DM?
The CRoss Industry Standard Process for Data Mining (CRISP-DM) is a process model that serves as the base for a data...
