Being a powerful advertiser was exponentially harder 2014 with the coming of enormous information and related apparatuses and usefulness. Po...
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Showing posts with label predictive analytics. Show all posts
Common data science project flow
As working across multiple data science projects, I observed a similar pattern across a group of strategic data science projects where a com...
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Incorporate domain knowledge into predictive model
As a data scientist / consultant, in many cases we are being called in to work with domain experts who has in-depth business knowledge of in...
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Predictive Analytics: Evaluate Model Performance
In previous posts, we have discussed various machine learning techniques including linear regression with regularization, SVM, Neural networ...
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Predictive Analytics: Generalized Linear Regression
In the previous 2 posts, we have covered how to visualize input data to explore strong signals as well as how to prepare input data to a fo...
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Predictive Analytics: Data Preparation
As a continuation of my last post on predictive analytics , in this post I will focus in describing how to prepare data for the training the...
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Predictive Analytics: Overview and Data visualization
I plan to start a series of blog post on predictive analytics as there is an increasing demand on applying machine learning technique to ana...
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