Applied Data Science and
Machine Learning

Tips, tricks, and comments related to topics in data science and machine learning. Used to be called "data mining and predictive analytics" but updated the title to reflect the language of the day!
Hosted by Dean Abbott, Abbott Analytics

Wednesday, January 16, 2013

Three Ways to Get Your Predictive Models Deployed

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We all know that given reasonable data, a good predictive modeler can build a model that works well and helps make makes ...
1 comment:
Friday, January 04, 2013

Top Posts in 2012

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For the second consecutive year, a quick look back at posts from the prior year. For posted in 2012, in order of popularity: Target, Pre...
Wednesday, December 19, 2012

6 Reasons You Hired the Wrong Data Miner

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As is in any discipline, talent within data mining community varies greatly.  Generally, business people and others who hire and manage tech...
1 comment:
Tuesday, November 06, 2012

Why Predictive Modelers Should be Suspicious of Statistical Tests (or why the Redskin Rule fools us)

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Well, the danger is really not the statistical test per se , it the interpretation of the statistical test. Yesterday I tweeted (@deanabb)...
10 comments:
Tuesday, October 23, 2012

Data Preparation: Know Your Records!

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Data preparation in data mining and predictive analytics (dare I also say Data Science?) rightfully focuses on how the fields in ones data s...
3 comments:
Thursday, September 13, 2012

Budgeting Time on a Modeling Project

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Within the time allotted for any empirical modeling project, the analyst must decide how to allocate time for various aspects of the process...
1 comment:
Tuesday, September 11, 2012

What do we call what we do?

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I've called myself a data miner for about 15 years, and the field I was a part of as Data Mining (DM). Before then, I referred to what I...
10 comments:
Friday, August 31, 2012

Choose Your Target Carefully

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Every so often, an article or survey will appear stressing the importance of data preparation as an early step in the process of data mining...
1 comment:
Wednesday, August 08, 2012

The Data is Free and Computing is Cheap, but Imagination is Dear

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Recently published research, What Makes Paris Look like Paris? , attempts to classify images of street scenes according to their city of ori...
3 comments:
Monday, July 30, 2012

Predicting Crime

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Applying inferential statistics to criminology is not new, but it appears that the market has been maturing.  See, for instance, a recent ar...
2 comments:
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