Breast Cancer Classification

• Screen resolution: 1920x1080
• This is the user interface of our web app to predict the malignancy of a breast cancer tumor.

Project description

This is a Machine Learning & Data Science Project that we will try to build a predicting model to classify the malignancy of a breast cancer tumor using ultrasound images converted to mathematical features. The model will use this related data of a particular tumor. Of course, we will have to clean the data & make a simple EDA to understand it more.

Tools used

• Languages:

  • Python
  • JavaScript
  • HTML
  • CSS

• Framework:

  • Flask

• Environment:

  • Jupyter Notebook
  • VS Code IDE

• Packages:

  • Pandas
  • Numpy
  • Pickle
  • Json
  • JQuery
  • Matplotlib
  • Seaborn
  • Sklearn

• Software:

  • Postman

I hope you will find it inspiring and useful.

By TATI & JALILI. 11-JAN-23