GitHub - elena-roff/price-modeling-rf: Data Analysis and Machine Learning with Python: EDA with ECDF and Correlation analysis, Preprocessing and Feature engineering, L1 (Lasso) Regression and Random Forest Regressor with scikit-learn backed up by cross-validation, grid search and plots of feature importance.

To check out the project open .ipybn file.

Data Analysis and Machine Learning with Python

EDA with ECDF and Correlation analysis.
Preprocessing and Feature engineering.
L1 (Lasso) Regression and Random Forest Regressor with scikit-learn backed up by cross-validation, grid search and plots of feature importance.

Libraries used: numpy, pandas, missingno, matplotlib + seaborn and sklearn.

Name		Name	Last commit message	Last commit date
Latest commit History 14 Commits
Auto-Data.csv		Auto-Data.csv
Predictive_Modeling_Price.ipynb		Predictive_Modeling_Price.ipynb
README.md		README.md
auto1.png		auto1.png

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