Building a Data Quality Strategy
In this article I explore some of the key concepts of data quality management and how to build a strategy for continuous improvement. I won’t… Read More »Building a Data Quality Strategy
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A new kind of pooling layer for faster and sharper convergence
This article was written by Sahil Singla. Introduction: In the max-pooling layer (used in almost all state of the art vision tasks and even some… Read More »A new kind of pooling layer for faster and sharper convergence
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: frequentists… Read More »Double-Yolk "Bayesian Egg": Bayes, Frequentist and a 250 years-old puzzle
Selected Recent Articles from Top DSC Contributors – Part 6
This is a new series, featuring great content from our top contributors. Some of these articles are rather technical in nature, but many are business-oriented… Read More »Selected Recent Articles from Top DSC Contributors – Part 6
New Marketing Insight from Unsupervised Bayesian Belief Networks
Introduction “Limited-Service Restaurants” (LSRs) is how the restaurant industry refers collectively to fast food and fast-casual dining establishments. Marketers who specialize in LSRs often employ… Read More »New Marketing Insight from Unsupervised Bayesian Belief Networks
Off the Beaten Path – HTM-based Strong AI Beats RNNs and CNNs at Prediction and Anomaly Detection
Summary: This is the second in our “Off the Beaten Path” series looking at innovators in machine learning who have elected strategies and methods outside… Read More »Off the Beaten Path – HTM-based Strong AI Beats RNNs and CNNs at Prediction and Anomaly Detection
Adding Program Evaluation to the Data Science Curriculum
We tried to do XYZ. Did it make a difference?” Whether you are in the for-profit world or the not-for profit world, this is a… Read More »Adding Program Evaluation to the Data Science Curriculum
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 programmed.… Read More »List of Free Must-Read Machine Learning Books
Data Science Simplified Part 11: Logistic Regression
In the last blog post of this series, we discussed classifiers. The categories of classifiers and how they are evaluated were discussed. We have also discussed regression… Read More »Data Science Simplified Part 11: Logistic Regression
Top Trends in AI in 2018
According to Gartner’s hype cycle of emerging technologies, 2017; Deep Learning and Machine Learning have reached the peak of inflated expectations. Artificial General Intelligence (AGI)… Read More »Top Trends in AI in 2018