Overview

This repository contains a collection of machine learning projects demonstrating various techniques and applications across different domains.

Projects

Customer Service Analysis

• Techniques: Data analysis, sentiment analysis
• Tools: Pandas, NumPy, scikit-learn
• Key Insights: Extracting actionable insights from customer service data

Boat Image Classifier

• Techniques: Computer Vision, Image Classification
• Tools: TensorFlow/Keras, CNN
• Key Insights: Automated image recognition for marine vessels

Facial Recognition CNN

• Techniques: Deep Learning, Computer Vision
• Tools: Convolutional Neural Networks, OpenCV
• Key Insights: Facial detection and recognition using deep learning

Heart Disease Random Forest Classifier

• Techniques: Predictive Modeling, Classification
• Tools: Random Forest, scikit-learn
• Key Insights: Predicting heart disease risk factors

Environment Setup

• Python 3.8+
• Jupyter Notebook
• Requirements: pip install -r requirements.txt