Breast Cancer Diagnosis with Python & KNN: A Step-by-Step Coding Tutorial

Breast Cancer Diagnosis with Python & KNN: A Step-by-Step Coding Tutorial

Assessment

Interactive Video

Computers

9th - 10th Grade

Hard

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This tutorial provides a hands-on guide to implementing the K Nearest Neighbours (KNN) algorithm using Google Collab. It covers data preprocessing, feature scaling, and encoding, followed by splitting the data into training and testing sets. The tutorial demonstrates training a KNN model to classify breast tumor cells as benign or malignant, evaluates the model's accuracy, and visualizes the results using PCA. It concludes with optimizing the K value for improved model performance.

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OPEN ENDED QUESTION

3 mins • 1 pt

What new insight or understanding did you gain from this video?

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