Comparison of the Text Distance Metrics
Measuring the similarity between texts is a common task in many applications. It is useful in classic NLP fields like search, as well as in such far from NLP areas as med...
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Artificial Intelligence and Art
Introduction Edmond de Bellamy, from La Famillie de Bellamy created by Obvious, a French group; was auctioned and sold for $432,500 at Christie´s, a British auction hous...
Free Hosted Dashboards in IBM Watson Studio
The Data Scientist Need for Hosted Dashboards As data people, we very typically spend a great deal of time summarizing our findings to stakeholders in a clear, concise an...
Design Thinking Humanizes Data Science
The article “Cognitive Hub: The Future of Work” and the supporting infographic (see Figure 1) provides an interesting perspective on some “technology combinations...
High Density Region Estimation with KernelML
Data scientists and predictive modelers often use 1-D and 2-D aggregate statistics for exploratory analysis, data cleaning, and feature creation. Higher dimensional aggre...
Data Scientists Role & Ethics
What data scientists do? As per my personal perception, i do break data science down into three components: (1) business intelligence, which is essentially about “t...
Online Ad selection: Upper Confidence Bound method and Thompson Sampling method
The post is devoted to select the most popular ad to display on a webpage to gather the most clicks. The rate at which the webpage visitors click on an ad is called a con...
How to Choose the Right Chart Type [Infographic]
The chart is a visual representation of data in a clear and simple manner. This type of visualization is often used to increase the level of comprehension, especially in ...
Machine Learning, Deep Learning, and AI Terminology for the Layman
Here is one of the most viral videos about data science posted in the last few months, with over 500,000 views. I could not locate the original copy; I found it in a re-t...
GKS and Data Visualization In Data Science
The Graphical Kernel System (GKS) is a document produced by the International Standards Organization (ISO) which defines a common interface to interactive computer graphi...