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2021-02-25-ML-Python-Used-Car-Price-Predictions
2021-02-25-ML-Python-Used-Car-Price-Predictions PublicUsing data set downloaded from Kaggle where observations were built from used car listings on Craigslist, this project predicts whether a used car price is less than $12,000, and then uses availabl…
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2021-03-01-ML-Python-Used-Car-Log-Price-Predictions-Boosting-Bagging-RFs
2021-03-01-ML-Python-Used-Car-Log-Price-Predictions-Boosting-Bagging-RFs PublicUsing data set downloaded from Kaggle where observations were built from used car listings on Craigslist, this project predicts the logarithm of used car prices using Random Forest regression and B…
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2021-01-29-ML-Python-Boston-Housing-Price-Predictions
2021-01-29-ML-Python-Boston-Housing-Price-Predictions PublicPredicts median house prices using Boston Housing data based on average number of rooms per house with linear and polynomial models, as well as decision tree regressors.
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2021-02-02-ML-Python-Boston-Housing-Price-Predictions-LASSO-Ridge
2021-02-02-ML-Python-Boston-Housing-Price-Predictions-LASSO-Ridge PublicThis project uses training data from the Boston Housing data set to build a prediction model for housing values with LASSO and Ridge regression algorithms.
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2021-03-17-ML-Python-Job-Search-Prediction-SVM
2021-03-17-ML-Python-Job-Search-Prediction-SVM PublicThis project uses Support Vector Machine algorithms to predict whether participants of a data science training program would be looking for a job change.
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2021-03-27-ML-Python-Segmentation-Clustering-of-UN-Sustainability-Development-Goals
2021-03-27-ML-Python-Segmentation-Clustering-of-UN-Sustainability-Development-Goals PublicThis study uses Principal Component Analysis and clustering methods to identify countries performing poorly towards the United Nations' 17 sustainable development goals. It looks at 193 countries a…
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