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KNN on Banana & Apple Distribution
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KNN on Weight & Height Dataset
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KNN on OCR Project using opencv Library
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Data Analysis on Coronavirus
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Iris Dataset EDA using KNeighborsClassifier
- Comparison on the number of neighbors
- Scaling on dataset using MinMaxScaler
- Chart plot confusion matrix
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Abalone Dataset EDA using KNeighborsClassifier
- Preprocessing:
- One Hot Encoder
- Scaling
- square
- Preprocessing:
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Linear Least Square on Abalone Dataset and implementation loss function:
- MAE Loss
- MSE Loss
- Huber Loss
- Hinge Loss
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EDA on Digikala Dataset
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Perceptron on Boston Price Dataset and implementation loss function:
- MAE Loss
- MSE Loss
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Boston Dataset EDA Animate
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Perceptron on Weather Dataset
- MAE
- MSE
- Save Weight & Bias