Personal Projects
All of these projects are open-ended. I found and explored the data solely out of curiosity or to reinforce a new topic. Unlike course projects I was free to use all available tools for analysis.
![Card image cap](../static_images/LC.jpeg)
Lending Club
Detailed analysis of public banking data
![Card image cap](../static_images/drugs.jpg)
NLP on Drug Reviews
Machine Learning to predict a rating based on a text based review
![Card image cap](../static_images/poison.png)
QSAR Fish Toxicity
Linear Regression to predict toxicity in Fish
![Card image cap](../static_images/fitness.png)
Live Fitness Tracker
Built using D3 and cloud Firebase storage
![Card image cap](../static_images/donut.png)
Live Budget Tracker
Budget Tracker: Click Add to update and double click donut to remove item
![Card image cap](../static_images/neuralnet.png)
Lending Club Neural Net
Part two of the LC project where I build a neural net using Tensorflow
![Card image cap](../static_images/catdog.jpg)
CNN on cat v. dog images
CNN model using Google Colab to predict if an image contains a cat or a dog
![Card image cap](../static_images/rapper.jpeg)
Machine Learning to create new raps
Neural net model built using rap corpus that creates new raps
![Card image cap](../static_images/ForestCover.jpg)
Predicting Forest Cover Type
Random Forest Classifier and simple Decision Tree models to predict type of tree