Udacity-Machine-Learning-Nano-Degree

Projects

Capstone Project: Classifying malignant cancer with cytological data. This project was completed for the Udacity Machine Learning Nano-Degree capstone assignment. The breast cancer data used was obtained from UCI Machine Learning Repository.

Boston Housing Project: Model Evaluation and Validation. The pricing of homes are predicted and various performance metrices are evaluated.

Customer Segment Project: Use unsupervised methods to cluster customer data and predict inventory ordering practices.

Finding Donors Project: Use supervised methods to classify and predict probable donors from census data.

Image Classification Project: Images from the CIRFAR-10 data base is classified using a deep neural network built with TensorFlow.