Building an expert system for NLP
Smart tags process: an algorithm for efficiently extracting useful information from a piece of text and storing it in a retrieval system. The knowledge is extracted by as...
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Installation and running Ubuntu Virtual Box
Oracle VM VirtualBox – a suite of applications, system services and drivers that emulate the new computer equipment in the environment of the operating system where...
Building Recurrent Neural Networks in Tensorflow
Recurrent Neural Nets (RNN) detect features in sequential data (e.g. time-series data). Examples of applications which can be made using RNN’s are anomaly detection in...
Leveraging Data Science to tame the Maintenance Monster in the Digital age
The manufacturing industry is overwhelmed with the advent of machines, technology, and the internet. The fourth industrial revolution is set to make manufacturing more di...
Data Science and Machine Learning: Great List of Resources
All you need to know about machine learning, accessible using our data science search engine, covering hundreds of articles and tutorials: Deep Learning Machine Learnin...
Driving AI Revolution with Pre-built Analytic Modules
What is the Intelligence Revolution equivalent to the 1/4” bolt? I asked this question in the blog “How History Can Prepare Us for Upcoming AI Revolution?” when t...
AI-Driven Sales | What Has Changed?
Sales Forecasting: Science or Instinct? Recently, we had talked about marketing automation, a digital transformation in the field that involved both artificial intelligen...
Bill Vorhies Retrospective: Part 3
Bill is the Editorial Director for Data Science Central, and President and Chief Data Scientist at Data-Magnum, providing predictive analytics and big data infrastructur...
Is Model Bias a Threat to Equal and Fair Treatment? Maybe, Maybe Not.
Summary: There is a great hue and cry about the danger of bias in our predictive models when applied to high significance events like who gets a loan, insurance, a good...
Reconciling Opposing Performance Metrics Using Operational Simulations
Sometimes when dealing with performance metrics, there are contradictory signals. For instance, although both are desirable, it is common for efficiency and efficacy to...