The Concept of Datafication; Definition & Examples
This article was written by Margarita Shilova. Datafication is a buzzword of the last several years, that is used actively along Big Data industry. Honestly, if you wou...
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Curve Fitting using Linear and Nonlinear Regression
This article was written by Jim Frost. In regression analysis, curve fitting is the process of specifying the model that provides the best fit to the specific curves in y...
Most Data Science Job Ads are Targeted to Young People – And How to Get a Job at Facebook
If you are on Facebook, you’ve probably seen their ads to attract candidates to data science positions. You’ve probably seen ads featuring many young women wo...
Cliff Notes for Managing the Data Science Function
Summary: There are an increasing number of larger companies that have truly embraced advanced analytics and deploy fairly large numbers of data scientists. Many of th...
Big Data to Pave the Way for Smart Cities
There have been a lot of discussions regarding the concept of a ‘Smart City’ for quite some time now. ‘Cities’ are now being considered ‘Future Smart Cities’....
Image identification using a convolutional neural network
This blog explores a typical image identification task using a convolutional (“Deep Learning”) neural network. For this purpose we will use a simple JavaCNN...
Five Ways Your Business Is At Risk Of Data Loss
Data loss comes in all shapes and sizes, from an accidentally deleted document to a catastrophic server failure that wipes out a critical database. Modern businesses are ...
Machine Learning with C++ – Polynomial Regression on GPU
Hello, this is my second article about how to use modern C++ for solving machine learning problems. This time I will show how to make a model for polynomial regression pr...
Data Science: Lifecycle approach to data-driven value creation
Data science had broad applications across many different industries. If we focus on industries that are in the business of buying (some or all) of a company, then tryi...
Text Mining and Sentiment Analysis – A Primer
Over years, a crucial part of data-gathering behavior has revolved around what other people think. With the constantly growing popularity and availability of opinion-dr...