Operational Data and Social Justice
I spotted an interesting book in my local library recently: The Final Report of the Truth and Reconciliation Commission of Canada [1]. I thought to myself, our govern...
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The E-Dimension: Why Machine Learning Doesn’t Work Well for Some Problems?
Why Machine Learning Doesn’t Work Well for Some Problems? Shahab Sheikh-Bahaei, Ph.D.* Principal Data Scientist Intertrust Technologies. Introduction Machine Learning (...
Heart of the Data Science Revolution… Mankato, MN?
My job has the great advantage of bringing me in touch with some outstanding and truly brilliant people. As an example, last year I spoke at the PrecisionAg Vision Conf...
Accelerating Complexity – AI Solutions to CRM Problems
“65% of a company’s business comes from existing customers, and it costs five times as much to attract a new customer than to keep an existing one satisfied.” ̵...
Understanding the Quantum Computing Landscape Today – Buy, Rent, or Wait
Summary: This is the second in our multi-part series on Quantum computing. In this article we’ll dive a little deeper into what’s available, what’s coming soon,...
A Semi-Supervised Classification Algorithm using Markov Chain and Random Walk in R
In this article, a semi-supervised classification algorithm implementation will be described using Markov Chains and Random Walks. We have the following 2D circles ...
Discovery of Temporal Neighborhoods through Discretization Methods and Markov Model
This article describes a few approaches and algorithms for temporal neighborhood discretization from a couple of papers accepted and published in the conference ICDM (...
How to automatically create Base Line Estimators using scikit learn.
For any machine learning problem, say a classifier in this case, it’s always handy to create quickly a base line classifier against which we can compare our new models....
5 Ways Businesses Can Cultivate a Data-Driven Culture
The pressure on organizations to make accurate and timely business decisions has turned data into an important strategic asset for businesses. In today’s dynamic mark...
The Big Data Analytical Problems: Inflexible Data Structure, Storage Consumption, Inefficient Computing Process, Heterogeneity Problem, Only Deterministic
Big Data Reviews this time actually connect to my previous article entitled “Big Data Analysis” related to the benefits of what can be obtained by the Big Dat...