This repository contains portfolio of data science projects completed by me for self learning and hobby purposes.
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- Bike Sharing Demand: Used Linear Regression and Random Forest for best estimate.
- House Prices: A training competition for learning how to solve a regression problem.
- Outflow of users: A contest from a machine learning course from Deep Learning School. In this task, it was necessary to train a model that would classify users.
- Vk-internship: Solving a test assignment from a VK internship.
- Tweet Sentiment Analysis: Used different methods for text classifications
- Named Entity Recognition: Used LSTM and BERT
- BBC-News Text-Summarization: Fine-Tune BART for summarization
- Gemma2 Quantization: Quantize gemma model with GPTQ and GGUF
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- Girafe-AI: Homework for the Machine Learning Course from Girafe AI
- Yandex ML-Trainig: Homework for the ML-Training from Yandex
- DLSchool: Homework for the DLSchool Course
- Yandex Data School NLP: Homework for the Yandex Data School NLP Course
- MTS. School of Data Analysis: Homework for the MTS School of Data Analysis