Below is a collection projects demonstrating various concepts in the field of machine learning.
- Titanic Data Exploration - General exploration of data from the sinking of the Titanic.
- Boston Housing Prices - Develops model to predict home prices in the Boston area.
- CharityML - Explores various supervised learning algorithms to determine if potential charity donor make more than $50,000.
- Customer Segments - Explores various unsupervised learning techniques to determine customer segments based on spending.
- Smartcab - Explores the reinforcement technique of Q-learning to help an automated cab safely reach its destination.
- Dog Breeds - Uses a convolutional neural network (CNN) to classify dog breeds using dog images.