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Unsupervised-Learning
5 Projects based on Unsupervised learning
Semiconductor-manufacturing-process
Build a classifier to predict the Pass/Fail yield of a particular process entity and analyse whether all the features are required to build the model or not.Diagnosing-Parkinsons-disease
Goal is to classify the patients into the respective labels ( Healthy/ Parkinson) using the attributes from their voice recordingsCreation-of-an-India-Credit-Risk-Default-Model
The project involved developing a credit risk default model using a given data which had to be checked for outliers, missing values, multicollinearity etc. Univariate and Bivariate Analysis had to be conducted and the model had to be built using Logistic Regression on most important variables. Model Performance Measures were undertaken that included predicting the accuracy of the model on certain datasets.Taiwan-Credit-Card-Default
A data set of 30000 records and 24 variables containing information on defaults, demographic factors, credit data, delinquency, repayment and billed amounts of a credit card client in Taiwan from April 2005 to September 2005. The objective was to apply statistical, data visualization and Machine learning techniques (supervised and unsupervised) on the data set to come up with insights and recommendations that could have been used to control bad debts.Love Open Source and this site? Check out how you can help us
