elena-petrova

awesome-RecSys-papers

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

clf_cv_anonym_data

EDA | Dimensionality Reduction | Feature Selection Validation | Modeling

customer_DA

Data Analysis of customer demographics with R

data

Data and code behind the stories and interactives at FiveThirtyEight

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.

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.

sql-python-challenges

question sources: stratascratch, leetcode, hackerrank

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.

elena-petrova/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.

elena-petrova/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.

elena-petrova/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.

elena-petrova/customer_DA

Data Analysis of customer demographics with R

elena-petrova/clf_cv_anonym_data

EDA | Dimensionality Reduction | Feature Selection Validation | Modeling

elena-petrova/awesome-RecSys-papers

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

elena-petrova/data

Data and code behind the stories and interactives at FiveThirtyEight

elena-petrova/sql-python-challenges

question sources: stratascratch, leetcode, hackerrank

elena-petrova/breast-cancer-project

First machine learning implementation with R

elena-petrova/data-viz-r

Data Analysis of ebay auctions data with R. Overall data analysis with dplyr and ggplot2.

elena-petrova/DeepLearningTutorials

Deep Learning Tutorial notes and code. See the wiki for more info.

elena-petrova/digital_nomad

demo

elena-petrova/fastai-nbstripout

much faster nbstripout and autotrust notebooks local git configuration

elena-petrova/kaggle_deaths_causes_DA

Data Analysis of death causes 2006/16 with R. Overall data analysis with dplyr, stringr, reshape2 and ggplot2.

elena-petrova/poethe

elena-petrova/python-data-structures

Workshop "101 Python Data Sctuctures" for PyLadies 17.04.18