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The Pareto principle, also known as the 80/20 rule, is a well-known concept in business and economics that suggests that a small number of inputs (20%) are responsible for a large proportion of outputs (80%). This principle is named after Italian economist Vilfredo Pareto, who observed in the late 1800s that 80% of the land … Continue reading Unleash the Power of the Pareto Principle: How to Get More Done with Less Effort
An autoencoder is deep learning’s solution to dimensionality reduction problems. The idea is plain & simple: transform the input vectors through a series of hidden layers and maintain the final output layer with the same dimension as the input layer. However, the intermediate hidden layers have smaller number of neurons (and therefore, helps in reducing the dimensions … Continue reading Telecom Churn modelling- variational autoencoders
Machines' Guy 