ProphitBet is a Machine Learning Soccer Bet prediction application. It analyzes the form of teams, computes match statistics and predicts the outcomes of a match using Advanced Machine Learning (ML) methods. The supported algorithms in this application are Neural Networks, Random Forests & Ensembl Models.

Binary classification from a dataset with imbalanced target feature classes

ML-based prediction of NSCLC recurrence with gene expression data

[NeurIPS’20] ⚖️ Build powerful ensemble class-imbalanced learning models via meta-knowledge-powered resampler. | 设计元知识驱动的采样器解决类别不平衡问题

What causes a shopper to hit "purchase"?

Demonstrating how changes in input image resolution affect the algorithm's output

[ICDE'20] ⚖️ A general, efficient ensemble framework for imbalanced classification. | 泛用，高效，鲁棒的类别不平衡学习框架

A full stack classification machine learning project.

Предсказание оттока клиентов из банка

Bank customers churn dashboard with predictions from several machine learning models.

Review score prediction using text on the Amazon Fine Food dataset

Experimental implementations of several (over/under)-sampling techniques not yet available in the imbalanced-learn library.

Using six different machine learning algorithms to evaluate credit data and compare each model’s accuracy, precision, and recall scores in relation to the data’s credit risk.

Identify credit card risk using Machine Learning algorithms

Machine learning app to identify credit risk

Utilizing Machine Learning to Analyze and Assess Credit Risk

Testing different supervised machine learning algorithms to predict credit risk

Machine learning models for predicting credit risk in LendingClub dataset.

Data visualization of the NYC restaurant data, and data analysis to gauge if a restaurant located in a high-income area receives a higher health inspection grade. Uses Python (Pandas, Scikit-learn, Imbalanced-learn), PostgreSQL, SQLAlchemy, Tableau, JavaScript (Plotly.js library), HTML, CSS, and Bootstrap.

Conception and deployment of a credit-scoring model, API and interactive dashboard