Elena-Petrova

Pinned Repositories

• awesome-RecSys-papers

  The awesome and classic papers in recommendation system!!! Good luck to every RecSys-learner!

  1000

• clf_cv_anonym_data

  EDA | Dimensionality Reduction | Feature Selection Validation | Modeling

  Language:Jupyter Notebook2110

• customer_DA

  Data Analysis of customer demographics with R

  Language:Jupyter Notebook3110

• data

  Data and code behind the stories and interactives at FiveThirtyEight

  Language:Jupyter Notebook1100

• 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.

  Language:Jupyter Notebook10113

• 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.

  Language:Jupyter Notebook31118

• sql-python-challenges

  question sources: stratascratch, leetcode, hackerrank

  0100

• 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.

  Language:Jupyter Notebook1849367

Elena-Petrova's Repositories