Now more than ever before, companies are utilizing data analysis to improve decision-making. However, the value of analytics is no longer just for companies; the value has now extended to the private life with access to affordable hardware and open source tools. Individuals can now benefit from data science methods to make a decision....
Introduction The pharma industry is investing more and more in data science for various purposes including targeting more effectively and discovering better investment opportunity. One of the more recent application of data science in the industry is Social Network Analysis based on health claims data. The hypothesis is that social networks can be analytically derived based...
The problem In the previous blog post, I tried to rank cities of United States based on the different type of data, Zillow housing prices, for instance, to find my next home. During the effort, I realized that Zillow dataset only contains 48% of the counties in the United State. To put my machine learning...