machine-learning

This repository includes the projects which I completed under Udacity's Machine Learning course.

Supervised Learning

- Predicting Boston Housing Prices

(https://github.com/nupurbaghel/machine-learning/blob/master/projects/boston_housing/boston_housing.ipynb)

Unsupervised Learning

- Creating Customer Segments

(https://github.com/nupurbaghel/machine-learning/blob/master/projects/customer_segments/customer_segments.ipynb)

Reinforcement Learning

- Train a Smartcab to Drive

(https://github.com/nupurbaghel/machine-learning/blob/master/projects/smartcab/smartcab.ipynb)

Deep Learning

- Making a Dog Breed Classifier

(https://github.com/nupurbaghel/dog-project/blob/master/dog_app.ipynb)
Note : This link belongs to a different repository, but was done under the same course.

Final Project

- Making a toxic comment classifier

(https://github.com/nupurbaghel/Capstone_Project_ML/blob/master/Final_Report%20.ipynb)
Note : This link belongs to a different repository, but was done under the same course.