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...
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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...
Make Your Chatbot Smarter by Talking to It
Summary: A major problem with chatbots is that they can only provide information from what’s in their knowledge base. Here’s a new approach that makes your chatbo...
So, How Many ML Models You Have NOT Built?
What a weird question. That’s what you would have thought after reading the headline. Perhaps you thought the word “NOT” was accidental. Hmm, for past few years man...
Limits of Linear Models for Forecasting
This article was written by Blaine Bateman In this post, I will demonstrate the use of nonlinear models for time series analysis, and contrast to linear models. I will ...