Data or Algorithms – Which is More Important?
Summary: Which is more important, the data or the algorithms? This chicken and egg question led me to realize that it’s the data, and specifically the way we store ...
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How to measure customer satisfaction correctly
Image A: Customer Satisfaction Tree – Courtesy of MarketingStat Satisfaction Modeler© Interest in the concept of measuring customer satisfaction is growing. More a...
RNNoise: Learning Noise Suppression with Deep Learning
This article was written by Jean-Marc Valin. This demo presents the RNNoise project, showing how deep learning can be applied to noise suppression. The main idea is to co...
Astrology, Homicide Cases, and Everything Else
The “three wise men” in the story of the nativity are believed to be Magi or Zoroastrians. As the story goes, these three wise men followed the Star of Bethlehem in...
Mobile Analytics and impact on Digital Transformation
Mobile usage has surpassed the desktop usage a few years back and is fast becoming consumer’s preferred portal to the internet. Always-on consumers spend more than 70% ...
Implementing a Neural Network from Scratch in Python – An Introduction
This article was written by Denny Britz. In this post we will implement a simple 3-layer neural network from scratch. We won’t derive all the math that’s required, bu...
Recommender Engine – Under The Hood
Many of us are bombarded with various recommendations in our day to day life, be it on e-commerce sites or social media sites. Some of the recommendations look relevant b...
J.P. Morgan's Comprehensive Guide on Machine Learning
At 280 pages, the report is too long to cover in detail, but we’ve pulled out the most salient points for you below. Main Points Banks will need to hire excellent data ...
The Basic Stuff of Machine Learning
By now anyone who reads virtually any trade magazine has been hearing incessantly about how machine learning is going to transform their industry in profound ways. Market...
An Economic Perspective on Fraud Analytics: Calculating ROI of Fraud Detection Systems
By Bart Baesens, Véronique Van Vlasselaer and Wouter Verbeke The importance and need for effective fraud detection and prevention systems is highlighted by some recent n...