Projects were made during education at YandexPracticum "Data Science" specialization.
| Project | Description | Libraries |
|---|---|---|
| Optimization_Expenses_SteelMill | Cost optimization project for a steel mill. Project goal: build a model to predict steel temperature for reducing production costs. | pandas, math, numpy, seaborn, matplotlib, shap, phik |
| Toxic_Comments | Project of comments classification. Project goal: build a model to classify comments into positive and negative. | pandas, spacy, wordcloud, nltk, matplotlib, pandarallel |
| Taxi_prediction_TimeSeries | Taxi order prediction project. Project goal: build a model to predict the number of taxi orders for the next hour with a RMSE value on a test sample of 48 or less. | pandas, numpy, matplotlib |
| Age_Determination_ComputerVision | Customers age determination. Project goal: to build a model to determine the approximate age of people from a photo. | pandas, numpy, matplotlib, tensorflow |