Machine Learning Projects

This repository contains three projects focusing on different machine learning algorithms and their applications.

Projects

1. Linear Regression

Implemented Linear Regression to predict profits for a restaurant franchise in new cities.

Libraries Used:

• numpy
• matplotlib

2. Logistic Regression

Built a Logistic Regression model to predict university admission based on exam scores.

Libraries Used:

• numpy
• matplotlib

3. Neural Networks for Handwritten Digit Recognition (Binary)

Used a Neural Network to recognize handwritten digits, specifically "0" and "1".

Libraries Used:

• numpy
• matplotlib
• tensorflow & keras

Installation

To install the required packages, run:

pip install numpy matplotlib tensorflow