Datascience
This category shows how I analyze and make sense of the data I’ve collected
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Dog vs. Cat Classification with ResNet-50 Transfer Learning
PyTorch · Transfer Learning · Fine-tuning · Binary Classification Overview In the previous project, a Convolutional Neural Network built from scratch achieved 94.46% accurac…
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Breast Cancer Classification Using PCA Analysis
A comparative study on how Principal Component Analysis — applied before and after normalization — affects the performance of a Decision Tree classifier on the Wisconsin Diagno…
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Classification Dog and Cat Image with a Simple CNN
Overview While browsing job vacancies in the data science field, I noticed that many roles — particularly around KYC (Know Your Customer) systems — involve some form of image clas…
