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1. 2021-02-25-ML-Python-Used-Car-Price-Predictions 2021-02-25-ML-Python-Used-Car-Price-Predictions Public

   Using 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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2. 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 Public

   Using 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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3. 2021-04-10-Stata-ON-Min-Wage-Policy-DID 2021-04-10-Stata-ON-Min-Wage-Policy-DID Public

   This study uses data from the Canadian Labour Force Survey to examine the effects of Ontario's minimum wage hike from $11.60/hour to $14.00/hour on January 1st, 2018 on the employment of young work…

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4. 2021-01-29-ML-Python-Boston-Housing-Price-Predictions 2021-01-29-ML-Python-Boston-Housing-Price-Predictions Public

   Predicts 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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5. 2021-02-02-ML-Python-Boston-Housing-Price-Predictions-LASSO-Ridge 2021-02-02-ML-Python-Boston-Housing-Price-Predictions-LASSO-Ridge Public

   This 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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6. 2021-03-17-ML-Python-Job-Search-Prediction-SVM 2021-03-17-ML-Python-Job-Search-Prediction-SVM Public

   This 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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