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...
17 Great Blogs Posted in the last 12 Months
This is part of a new series of articles: once or twice a month, we post previous articles that were very popular when first published. These articles are at least 6 mont...
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...
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...
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...
Decoding Machine Learning Methods
Machine Learning, thinking systems, expert systems, knowledge engineering, decision systems, neural networks – all synonymous loosely woven words in the evolving fa...
Chatbot Best Practices – Making Sure Your Bot Plays Well With Users
Summary: This is the third in our series on chatbots. In this installment we’ll look at the best practice dos and don’ts as described by a number of successful ch...