gmmustafa/ml_ai_dl_projects

Machine Learning Projects Repository

This repository contains various machine learning projects, demonstrating different techniques and methods. Each project is well-documented and includes the necessary code, analysis, and results. Below is a list of the projects available in this repository:

Projects

1. Titanic EDA Project

This project analyzes the Titanic dataset to understand passenger demographics and survival rates.

2. Linear Regression Project

This project uses the California Housing dataset to predict housing prices based on various features such as the average income, house age, and number of rooms.

3. Image Classification with CNNs (MNIST)

This project uses the MNIST dataset to classify images of handwritten digits using Convolutional Neural Networks (CNNs).

4. Sentiment Analysis with LSTMs

This project uses the IMDB dataset to analyze the sentiment of movie reviews (positive/negative) using Long Short-Term Memory (LSTM) networks.