• Followed tutorial by Data Professor and modified the program to make the predictions using a file work normally
• Built a random forest model for predicting penguins species and saved into a pickle file.
• Read in the pickle file and predicted penguins species based on user input (slider or file uploading).
• Provided the example format of the file to be uploaded and showed the respective prediction results with their predicted probabilities based on user input or rows in file uploaded.
• Successfully deployed the application to Heroku, a platform as a service (PaaS) that enables us to build, run, and operate applications entirely in the cloud.

Link to Github Repo
Link to Deployed App

• Streamlit
• Machine Learning
• Classification
• Heroku