mchine-learning

An interactive React web sandbox visualizing Markov Chain Monte Carlo (MCMC) algorithms. Explore Metropolis-Hastings, Gibbs sampling, and HMC in real time. Tweak hyperparameters, modify target distributions, and watch chains navigate complex state spaces to demystify convergence behaviors and sampling efficiency.

Production-focused handbook covering Enterprise AI, LLMs, RAG, AI Agents, MLOps, Cloud AI, and System Design.

In this 10 day challange i will try to improve my basics of data science that is stats ,python and EDA + visualisation

Plataforma web inteligente para la gestión Hotelera mediante la administración de reservas, habitaciones, huéspedes y servicios, incorpora Machine Learning.

Agentic RAG system with query routing, FAISS retrieval, Groq LLM generation, and evaluation framework for grounded, non-hallucinated QA

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My step-by-step journey of learning Machine Learning, including theory notes, hands-on coding, algorithms, and real-world projects using Python and Scikit-Learn.

This project builds a predictive model to estimate student exam performance using demographic and academic data. It applies machine learning techniques to analyze patterns and generate meaningful predictions.

AI-powered disaster response system using YOLO detection, FastAPI, and drone simulation for survivor detection, mission control, and emergency management.

JIM MBA Business Analyst EY Project

task 1 of skill craft machine learning internship

An unsupervised machine learning pipeline utilizing RFM analysis, K-Means, GMM, and PCA to segment retail customers and drive targeted marketing strategies.

A beginner-friendly machine learning project that demonstrates missing value handling, label encoding, feature scaling, train-test split, linear regression, model evaluation and visualization using python and scikit-learn.

AI-Powered Contract Intelligence & Revenue Leakage Detection Platform

UC3M "Tratamiento de Datos" Lab Project

MarocExplorer is a geographic prediction project that estimates the GPS coordinates (latitude, longitude) of an image taken in Morocco, leveraging both its visual content and metadata associated with the corresponding city (climate, architecture, altitude, environment type, etc.)

End-to-end machine learning pipelines demonstrating continuous numerical forecasting (Flight Prices) and discrete categorization (Wine Quality) using Scikit-Learn.