Predicting popularity of movies using the IMDb movies dataset with multiple regression algorithms such as XGBoost, Gradient Boosting, Regularization Regressors, and Stacking Regressor; Performed extensive data cleaning, feature engineering, and used transformation techniques such as winsorization and log-transformation

What factors influence runners

Course Work on Machine Learning covering Supervised and Unsupervised Algorithms

The telecom operator Interconnect would like to forecast churn of their clients. To ensure loyalty, those who are predicted to leave will be offered promotional codes and special plans.

This project aims to address the challenge of predicting whether it will rain or snow in Hungary based on various meteorological variables.

Classroom-PeopleCounting.

ML - Supervised - Regression

When a customer places an order, the order may or may not be canceled later. To assist the hotel in minimizing losses it is necessary to analyze and predict the factors that lead customers to cancel their orders using machine learning model.

a project for CNCS2021

A sales predictor machine learning model.

Ensemble_classification

Entries for the Kaggle Home Credit Group credit default competition.

This repository contains code that was used to predict employee attrition using machine learning methods.

Utilizando algoritmos de classificação para criar um modelo preditivo que seja capaz de detectar fraudes de cartão de crédito.

Based on the result data of an ad campaign experiment (randomly split the customers into control and experiemnt group), determine in the future what types of customers should be sent promotions to optimize the profit from ad

[xgboost/ tidymodels/ bookdown] Boosting methods for regression: Theory and application in R

Classification Handwritten Digits

This study aimed to assess whether machine learning algorithms would outperform traditional modeling in developing a cesarean delivery prediction model among gravidas with morbid obesity (body mass index of ≥40 kg/m2) to determine whether a primary cesarean delivery may be beneficial.