Vladislava Pavlikova's repositories
Action-Central-Limit-Theorem
Demonstration of the convergence of sample statistics to population parameters and the Central Limit Theorem for a chosen distribution by generating samples of varying sizes and constructing different types of confidence intervals.
BERT-predict-text-rating
BERT-based model for text classification tasks.
CatBoost-Docker-Image
The project contains a CatBoost model that makes predictions according to an uploaded csv file using a flask wrapper.
EDA-Regression-MarketingData
Engineering a regression model to predict clients' annual income, evaluating feature distributions, testing hypotheses, and assessing the model using the OLS method.
FastApi-Project-Bookstore
The application written in FastApi is a platform for selling and buying books.
Optimization-Methods-Comparison-for-ML-Models
Comparison of the Momentum, RMSprop, and Adam optimization methods to GD and SGD for machine learning models using synthetic data to evaluate convergence speed and accuracy.
practice2022
Practice tasks for the year 2022/2023
Prediction-Sociolinguistic-Data-Based-on-the-Diaries-Texts-of-the-Prozhito-Project
The repository contains notebooks created for collecting and preprocessing the corpus of diary entries and for experiments on creating models for predicting gender, age groups of authors and the time period of text creation.
Scrapy-Parser-Wiki-Movies
The Wiki Movies Scraper is a Scrapy project designed to collect information on movies from Wikipedia, including their Title, Genre, Director, Country and Year.