This repository contains my Machine Learning Projects in Python programming language.
Author: Kopal Soni
E-mail: soni.kopal@gmail.com
LinkedIn: https://www.linkedin.com/in/kopal-soni/
- Anomaly Detection / Outlier Detection - I took two approaches:
1. Statistical modelling where I created a Gaussian model from scratch. I trained the model with important features as well as utilised PCA to create new features.
2. Supervised learning where I created a Gaussian Naive Bayes model and a Random Forest Classifier.