time-series-prophet

Time Series Analysis & Forecasting of Rossmann Sales with Python. EDA, TSA and seasonal decomposition, Forecasting with Prophet and XGboost modeling for regression.

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.

overwatch-anova-svm

Data Analysis and Machine Learning with Python: EDA with ECDF and ANOVA, Correlation and Regression analysis, Data standardisation and Feature engineering, Support Vector Regression with scikit-learn including model selection, grid search and feature importance.

customer_DA

Data Analysis of customer demographics with R

clf_cv_anonym_data

EDA | Dimensionality Reduction | Feature Selection Validation | Modeling