Double-Yolk "Bayesian Egg": Bayes, Frequentist and a 250 years-old puzzle
The Backdrop. Bayesians and Frequentists have long been ambivalent toward each other. The concept of “Prior” remains the center of this 250 years old tug-of-war: fre...
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List of Free Must-Read Machine Learning Books
Machine learning is an application of artificial intelligence that gives a system an ability to automatically learn and improve from experiences without being explicitly ...
How Millennials are driving the Digital Age?
Digital Transformation has brought several changes in our lives, changes in technology, processes, workflow, communication, and even overall services and products. But ...
A Guide to AWS
Even those new to IT have probably heard that everyone is “moving to the cloud.” This transition from standard infrastructure is thanks in large part to Amazon Web Se...
Image Colorization Using Optimization in Python
This article is inspired by this SIGGRAPH paper by Levin et. al, for which they took this patent , the paper was referred to in the course CS1114 from Cornell. Thi...
Off the Beaten path – Using Deep Forests to Outperform CNNs and RNNs
Summary: How about a deep learning technique based on decision trees that outperforms CNNs and RNNs, runs on your ordinary desktop, and trains with relatively small dat...
Interactive Image Segmentation with Graph-Cut in Python
In this article, interactive image segmentation with graph-cut is going to be discussed. and it will be used to segment the source object from the background in an im...
Predict ►Prescribe ►Prevent Analytics Value Cycle
Organizations looking for justification to move beyond legacy reporting, should review this little ditty from the healthcare industry: The Institute of Medicine (IOM) est...
3 Pillars of GDPR Compliance
The Forrester report “Predictions 2018: A year of reckoning” predicted that 80% of firms affected by the GDPR will not be able to comply with the regulation by the ti...
Fugues of Operational Market Alignment
In the “Ecology of Metrics,” I wrote about “alignment” being a type of metric; alignment can measure the extent to which an organization’s supply or capacity is...