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  • University of Waterloo
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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…

    Jupyter Notebook 1

  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…

    Jupyter Notebook 1

  3. 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.

    Jupyter Notebook

  4. 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.

    Jupyter Notebook

  5. 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.

    Jupyter Notebook

  6. 2021-03-27-ML-Python-Segmentation-Clustering-of-UN-Sustainability-Development-Goals 2021-03-27-ML-Python-Segmentation-Clustering-of-UN-Sustainability-Development-Goals Public

    This 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…

    Jupyter Notebook