Data Science Modeling Process & Six Consultative Roles

Chris Kuo/Dr. Dataman
Dataman in AI
Published in
6 min readNov 12, 2018

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Many online articles are talking about the data science modeling process. Why do I write this post? There are a few reasons. You may be one of the professionals who work with or employ data scientists. You may need to highlight the scientific discipline that your clients are keen to know, while you bring business insights to your clients. This article will help your clients to appreciate the rigor and scientific approach in data science. This article together with the second article “Turn Data Science Into Competitive Advantages” will show you the benefits that your clients will want to follow through.

I have written articles on a variety of data science topics. For ease of use, you can bookmark my summary post “Dataman Learning Paths — Build Your Skills, Drive Your Career” which lists the links to all articles.

If you are new to data science or want to get a 5-minute briefing, click this video:

Data Science Modeling Process

Figure (1): Data science process

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