xgboost-regression 353 machine-learning 162 python 92 linear-regression 86 random-forest 54 xgboost 54 data-science 51 random-forest-regression 48 pandas 38 regression 38 data-visualization 31 numpy 30 regression-models 29 python3 27 exploratory-data-analysis 27 feature-engineering 26 decision-tree-regression 25 machine-learning-algorithms 24 jupyter-notebook 24 sklearn 23 lasso-regression 21 seaborn 21 matplotlib 21 scikit-learn 21 streamlit 20 lightgbm-regressor 18 ridge-regression 18 data-analysis 16 flask 15 decision-trees 15 gridsearchcv 15 hyperparameter-tuning 13 prediction 13 time-series 13 ml 13 gradient-boosting-regressor 13 deep-learning 12 knn-regression 12 matplotlib-pyplot 12 gradient-boosting 12 kaggle-competition 11 logistic-regression 11 catboostregressor 11 xgboost-model 10 house-price-prediction 10 tensorflow 10 cross-validation 10 feature-selection 10 time-series-analysis 9 data-preprocessing 9 xgboost-classifier 9 random-forest-classifier 9 random-forest-regressor 9 eda 8 pipeline 8 keras 8 lightgbm 8 xgboost-algorithm 7 r2-score 7 lstm 7 randomforestregressor 7 predictive-modeling 6 neural-networks 6 price-prediction 6 svr-regression-prediction 6 prediction-model 6 adaboost 6 aws 6 elasticnet 6 outlier-detection 6 regression-analysis 5 regression-algorithms 5 deployment 5 forecasting 5 rmse 5 randomizedsearchcv 5 catboost-regressor 5 r 5 pca-analysis 5 ai 5 optuna 5 shap 5 streamlit-webapp 5 machinelearning 5 svr 5 ensemble-learning 5 lgbmregressor 5 pandas-dataframe 5 pytorch 5 knn 5 supervised-machine-learning 5 sales 5 support-vector-regression 5 time-series-forecasting 5 supervised-learning 5 ensemble-machine-learning 5 preprocessing 5 lstm-neural-networks 4 artificial-intelligence 4 flask-application 4