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Found 2 essays matching the above criteria.

1. 1. Machine Learning for Predictive Maintenance on Wind Turbines : Using SCADA Data and the Apache Hadoop Ecosystem

   University essay from Linköpings universitet/Institutionen för datavetenskap

   Author : John Eriksson; [2020]
   Keywords : Predictive maintenance; machine learning; hadoop; spark; mllib; apache; wind turbine; wind turbines; stacking; bagging; multilayer perceptron; decision tree; random forest;

   Abstract : This thesis explores how to implement a predictive maintenance system for wind turbines in Apache Spark using SCADA data. How to balance and scale the data set is evaluated, together with the effects of applying the algorithms available in Spark mllib to the given problem. READ MORE

3. 2. Analysis of Financial Transactions using Machine Learning

   University essay from Lunds universitet/Institutionen för datavetenskap

   Author : Adam Wamai Egesa; [2016]
   Keywords : machine learning; apache spark; mllib; mcc; financial transactions; Technology and Engineering;

   Abstract : Many people want to know the socio-ecological impact of the goods they purchase. In this thesis, we describe a system that computes the socio-ecological impact of those goods by analyzing uncategorized financial transactions. READ MORE