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The Perceptron Algorithm is one of the oldest Machine Learning algorithm developed in 1950's. The motivation behind this algorithm comes from the study of a biological neuron in order to replicate the intelligence brain to develop Artificial Intelligence. This is how a neuron works - A neuron takes input signals from its surroundings using Dendrites and send to the cell body. Once the received signal crosses the threshold point, the neuron gets fired/activated and passes the

One of the major areas of application of Predictive Analytics is in predicting and optimizing the time at which Maintenance of a machine should be performed. If done right, this could potentially save thousands of dollars by predicting the right time at which a high performing machine (machines which literally run round the clock for 365 days a year) could break if maintenance is not done since every working minute of such machines is worth a lot of dollars lost in revenue. M