Explore live open-source projects and AI models.

Showcasing end-to-end analytics skills: data cleaning, exploratory data analysis, visualization, dashboard, machine learning, and documentation.

A curated list of statistics, data visualization and machine learning resources which in find useful, have read or want to read.

I developed 2 machine learning software that predict and classify ozone day and non-ozone day. The working principle of the two is similar but there are differences. I got the dataset from ics.icu. Each software has a different mathematical model, Gaussian RBF and Linear Kernel, and classificatio... Read more

A machine learning project that classifies heart disease using clinical data. It includes data preprocessing, model training, evaluation, and visualization in a Jupyter Notebook.

This repository showcases a collection of machine learning projects in various domains, demonstrating my skills and expertise as a data scientist and machine learning engineer. Each project provides step-by-step instructions, code, and visualizations to showcase the data analysis and modeling tec... Read more

🚀 Diabetes Prediction using Machine Learning (KNN Model) This project uses K-Nearest Neighbors (KNN) to predict diabetes based on health parameters. It includes data preprocessing, visualization, model training, hyperparameter tuning, and performance evaluation.

Hello and welcome to my Data Science portfolio! This repository serves as a central hub showcasing a collection of my projects demonstrating skills and experience in data analysis, machine learning, and artificial intelligence. Each project folder contains Jupyter Notebooks with detailed code, ex... Read more

Credit card fraud is a burden for organizations across the globe. Specifically, $24.26 billion were lost due to credit card fraud worldwide in 2018, according to shiftprocessing.com. In this project, our goal was to build an effective and efficient model to predict fraud. We analyzed a real-world... Read more

flowMagic is an R package for automated bivariate gating of flow cytometry (FCM) data. It uses a machine-learning model trained on both experts data and a large, high-quality FCM dataset generated by EVE Online players. The package also provides an extensive visualization toolkit and integrates s... Read more

Sentiment Analysis with Insights using NLP and Dash This project show the sentiment analysis of text data using NLP and Dash. I used Amazon reviews dataset to train the model and further scrap the reviews from Etsy.com in order to test my model. Prerequisites: Python3 Amazon Dataset (3.6GB) Anac... Read more