Machine Learning projects with source code - Machine Learning projects for beginners, ML projects for final year college students, machine learning projects - beginner to advanced

A collection of study materials for OMSCS CS7641 Machine Learning.

Materials for HSE course "Applied Statistics in Machine Learning" taught during 2018.

Materials for Yandex Data School course "Applied Statistics in Machine Learning"

Learn Machine Learning with machine learning tutorials for beginners, ml practicals, ml excerices, Machine Learning Projects, Interview Questions

An introductory Swahili course to building Machine learning Models with Python

Machine Learning A-Z: AI, Python & R

Material for the BIOF509 course on Applied Machine Learning with Python

This repository hosts a case study on Transfer Learning aimed at improving the accuracy of metal nut inspection systems. The project explores the practical application of Transfer Learning methods to optimize quality control in the manufacturing industry, providing valuable insights into their effectiveness and potential benefits.

This project analyzes 1976 Los Angeles ozone and meteorological data, using linear regression in three stages: all features, the most correlated feature (temperature), and temperature-based data splitting. It underscores feature selection and data stratification's significance.

Machine Learning Jupyter Notebooks

My mini-projects for practical learning machine learning course on the Udacity

This project predicted health insurance charges using two methods: Averaging and Linear Regression. Linear Regression delivered more accurate predictions, highlighting its superior performance.

This project repository comprises an exploratory data analysis (EDA) of the "Breast Cancer Gene Expression Profiles (METABRIC)" dataset, employing Python libraries for data manipulation and visualization. It includes data loading, preparation, and EDA tasks, aiming to gain insights into breast cancer data.

This GitHub repository hosts a bike rental demand prediction project. It utilizes Python libraries for data analysis and builds regression models to forecast demand based on various attributes. The project covers data preprocessing, exploratory analysis, and model evaluation.

This repository includes an NLP (Natural Language Processing) project that focuses on text classification for news articles sourced from an Iranian newspaper. It encompasses various stages of the NLP pipeline, including data exploration, text preprocessing, vectorization, train-test data splitting, and machine learning model training.

A semester course of machine learning AT Computer Science and Information Engineering in National Taiwan University.

This repository predicts body fat percentage using Lasso and Ridge regression models. It compares their accuracy and performance metrics, offering detailed code and model evaluations in the Jupyter Notebook.

Exercises, notes and insights from 'Master statistics & machine learning: intuition, math, code' udemy course.