Machine Learning – Amin's Blog

May 6, 2020 Datascience-Lab, Machine Learning Post a Comment

Prediction Model for an unbalanced Dataset

Introduction Brake test is a time consuming and costly operation for the factories. The plant needs to shut down the robots to perform the test. It worth exploring to see if it is possible to predict the test results based on historical data. At the time of this writing, we approach this problem as...

July 16, 2017 Datascience-Lab, Machine Learning Post a Comment

Predicting Housing Prices using Machine Learning

The problem In the previous blog post, I tried to rank cities of United States based on the different type of data, Zillow housing prices, for instance, to find my next home. During the effort, I realized that Zillow dataset only contains 48% of the counties in the United State. To put my machine learning...

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Prediction Model for an unbalanced Dataset

Predicting Housing Prices using Machine Learning