This is an analysis of the Kaggle 2018 survey dataset. In my analysis I am trying to understand the similarities and differences between men and women users from US and India, since these are the two biggest segments of the respondent population. The number of respondents who chose something other than Male/Female is quite low, so I excluded that subset as well.
The complete code is available as a …Continue
The proliferation of data and the huge potentialities for companies to turn data into valuable insights are increasing more and more the demand of Data Scientists.
But what skills and educational background must a Data Scientist have? What is its positioning within the organization? What tools and programming languages does he/she mostly use?
These are some of the questions that the…Continue
Added by Alessandro Piva on September 1, 2016 at 2:30am — No Comments
Currently, many of us are overwhelmed with mighty power of Deep Learning. We start to forget about humble graphical models. CRF is not so trendy as LSTM, but it is robust, reliable and worth noting.
In this post, you will find a short summary about CRF (aka Conditional Random Fields) – what is this thing, what is it for and some interesting facts. Enjoy!…Continue
Added by Nikitinsky Nikita on August 22, 2016 at 5:00am — No Comments
Can Pre-hire Talent Assessments Be a Part of a Predictive Talent Acquisition Strategy?
Over the past 30+ years, businesses have spent billions on talent assessments. Many of these are now being used to understand job candidates. Increasingly, businesses are asking how (or if) a predictive talent acquisition strategy can include the use of pre-hire…
Added by PIYASHI BHATTACHARYYA on July 21, 2016 at 5:00am — No Comments
Predictive analytics continues to be a top priority for all types of organizations. And IBM SPSS Modeler continues to be the predictive analytics workbench leading businesses rely on to make predictions with confidence.
IBM is partnering with survey research firm TechValidate to gain a better understanding of how organizations are using SPSS Modeler to help them make…Continue
Added by Christine O'Connor on June 8, 2016 at 8:30am — No Comments