Summary: 99% of our application of NLP has to do with chatbots or translation. This is a very interesting story about expanding the bounds of NLP and feature creation to predict bestselling novels. The authors created over 20,000 NLP features, about 2,700 of which proved to be predictive with a 90% accuracy rate in predicting NYT bestsellers.
Many organizations are reluctant to create data science teams (internally or externally) because of information confidentiality and privacy concerns. It is dangerous to open the kimono to competition - disclosing high-value information about inner workings of the firm may cause…Continue
Added by Michael Walker on September 24, 2015 at 3:00pm — No Comments
Confirmation bias occurs when people actively search for and favor information or evidence that confirms their preconceptions or hypotheses while ignoring or slighting adverse or mitigating evidence. It is a type of cognitive bias (pattern of deviation in judgment that occurs in…Continue
There has been much discussion and debate about the definition of data science and the new rare breed of sexy bird called the data scientist. The …Continue
We are seeking comments and suggestions on a proposed "Data Science Code of Professional Conduct".
Data science is an independent profession. Data scientists have a higher calling than just technical skills. We have a duty to use data science to make life, business and government better.…