Notebooks of data science projects that I have done during studying. Some kind of portfolio. Only notebooks with completed works, no data included due to intellectual property restrictions.
Language in which the project has been performed is specified in a separate columт
| name | stack | description | language_of_comments |
|---|---|---|---|
| Egames_shop_predictions | pandas, numpy, scipy, matplotlib | EDA based on an internet shop's data | Ru |
| Boosts_speed_comparison | pandas, seaborn, sklearn, catboost, lightgbm | Price prediction for an online car marketplace | Ru |
| Perspective_Telecom_tariff | pandas, scipy, numpy | EDA and hypothesis testing with the data of a telecom company | Ru |
| Gold_processing | pandas, seaborn, sklearn, numpy, matplotlib | Gold recovery ratio prediction with different sklearn models | Ru |
| Gender_neural | tarfile, matplotlib, numpy, pytorch, pandas, os, natsort, glob | Neural Network based gender prediction classifier with a usage script | Ru |
| ConformityConcrete | pandas, seaborn, matplotlib | Evaluation of concrete samples strength | En |
| Churn_telecom | pandas, matplotlib, sklearn, catboost, numpy | Clients churn prediction model using catboost with EDA of the data | En |