Project: cancpred01

Creation and Deployment of a Breast Cancer Prediction Model

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Table of Contents

• About Project
• Project Deployment
• Dataset Information
• Languages Used
• Other Resources
• Other Information

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About Project

Machine Learning Project to predict Breast Cancer

Dataset Analysis.

Model creation.

Model deployment.

Project Deployment

• Project deployed on Heroku.

Project Information

The dataset is comprised of mutliple features which are computed from a digitized image of a fine needle aspirate (FNA) of a breast mass. The features describe characteristics of the cell nuclei present in the image. UCI. The dataset contains information about whether those cells were benign or malignant.

Dataset Information

• Taken from: sklearn.datasets.
• Dataset also located on: UCI.

• Dua, D. and Graff, C. (2019). , CA: University of California, School of Information and Computer Science. UCI Machine Learning Repository Irvine.

Languages Used

• Python
  -- Data Analysis.
  -- Model Creation.
  -- Part of Model Deployment.

• HTML
  -- Website - Front End for model deployment.

Other Resources

• Flask
• Gunicorn
• Heroku

Other Information

• Based on Vaibhav Hariramani's Project
• Vaibhav Hariramani's Github Page

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