- 📈 I’m currently working as a data analyst
- 🧠 I’m currently learning DS, ML and DL
- 🤝 I want to collaborate in the field of machine learning
| # | Project name | Description | Stack |
|---|---|---|---|
| 1. | Mobile-tariff-recommedations | Building a model for the classification problem that will choose the appropriate mobile tariff | python, pandas, numpy, sklearn, matplotlib, seaborn, imblearn, lightgbm, catboost |
| 2. | EDA-of-games-success | Exploratory data analysis of game sales, user and expert ratings, genres and platforms (for example, Xbox or PlayStation) are available from open sources. It is necessary to identify patterns that determine the success of the game. |
python, pandas, numpy, scipy, seaborn, matplotlib |
| 3. | Text-tonality-classification | Determing comments as positive or negative. | python, pandas, numpy, spacy, nltk, sklearn, imblearn, catboost |
| 4. | The-outflow-of-bank-customers | Prediction whether the client will leave the bank in the near future or not. | python, pandas, numpy, phik, sklearn, imblearn, lightgbm, catboost |
| 5. | Choosing-the-location-for-the-well | Determing the region where mining will bring the greatest profit. | python, pandas, numpy, matplotlib, seaborn, sklearn, catboost |
| 6. | Determining-the-value-of-the-car | Building a model to estimate the car's value. | python, pandas, numpy, matplotlib, seaborn sklearn, phik, lightgbm, catboost |
| 7. | Recovery-of-gold-from-ore | It is necessary to prepare a prototype of a machine learning model that will predict the recovery rate of gold from gold-bearing ore. | python, pandas, numpy, matplotlib, seaborn, sklearn, catboost |
| 8. | Forecasting-taxi-orders | Forecasting the number of taxi orders for the next hour. | python, pandas, numpy, matplotlib, seaborn, sklearn, catboost, xgboost |
| 9. | The-outflow-of-telecommunications-companys-clients | Prediction whether the client will leave the company in the near future or not. | python, pandas, numpy, phik, matplotlib, seaborn, sklearn, catboost |