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Projects

Breast Cancer Prediction

This was my first end to end data science project. I have trained several models to predict the likelihood of breast cancer when presented with industry specific inputs.

First, I explored the dataset in Google Colab, and then trained multiple models using the publicly available UCI Mammographic Mass Dataset

Next, I used Streamlit to create an interactive web-app which you can try out HERE

Demo

I used the following languages and frameworks:

Python

Streamlit

Pandas

NumPy

Scikit-learn

Keras

TensorFlow

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