Skip to content

Latest commit

 

History

History
40 lines (31 loc) · 2.12 KB

File metadata and controls

40 lines (31 loc) · 2.12 KB

Kickstarter Success

Kickstarter success is an application to help you predict whether your kickstarter campaign will be successful based on several factors:

  • Campaign Name
  • Description
  • Category
  • Fundraising Goal
  • Country
  • Duration

The project can be viewed at https://kickstart-success.netlify.com

Contributors

Machine Learning Engineer

Elizabeth Ter Sahakyan

DS Tech Stack

Python, SQL, Flask, Heroku, Scikit, Spacy, TfidfVectorizer, Plotly, AWS (Sagemaker, S3)

Data

Data for this project comes from https://webrobots.io/kickstarter-datasets/.
Pre-processed data in a csv format can be found here.

Notebooks

Model

A pickled Random Forest model can be found here.

Other Documentation

For the API deployment, please visit this repo.