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Machine Learning Algorithms & Data Manipulation with Python A collection of machine learning algorithms and data manipulation techniques using Python and Scikit-learn. Covers regression, classification, clustering, and neural networks, using real email and NSL-KDD datasets for practical applications.
The Diabetes Prediction System is a web application that enables users to predict diabetes likelihood based on medical data. Key features include user registration, dataset uploading and cleaning, model training using logistic regression, and individual risk prediction.
Web app for processing, uploading, and downloading matrices using FastAPI. Users can upload CSV files, manually input data, and download pre-set matrices. Includes analysis of matrix properties like functionality, injectivity, and surjectivity, with support for matrix combinations and transpose calculations. Built with FastAPI and Jinja2.