The Data Science Method (DSM) – Pre-processing and Training Data Development
This is the fourth article in a series about how to take your data science projects to the next level by using a methodological approach similar to the scientific method coined the Data Science Method. This article is focused on the pre-processing of model development dataset and training data...
The Data Science Method (DSM)-Data Collection, Organization, and Definitions
This is the second article in a series about how to take your data science projects to the next level by using a methodological approach similar to the scientific method coined the Data Science Method. This article is focused on number two; Data Collection, Organization, and Definitions. If you...
The Data Science Method (DSM) — A framework on how to take your data science projects to the next level.
Based on the scientific method, I have developed the Data Science Method (DSM), as a way to improve data science project outcomes and take your work to the next level. The DSM is detailed below in well defined steps....