Cyber-attack classification in the network traffic database using NSL-KDD dataset

Utilizing Machine Learning for portfolio selection with the aim of out-performing benchmark indices

Рекомендательная система постов для юзеров, на основе характеристик юзеров и информации об их действиях с ранее опубликованными постами. Учебный проект, собранный при прохождении курса StartML от KarpovCourses.

A comprehensive machine learning pipeline for churn prediction in telecom customers using CatBoost, featuring data preprocessing, exploratory data analysis, feature engineering, and model evaluation.

Classification task on census income dataset

A basic machine learning project to predict store item demand for the next three months using five years of historical data.