Madhumita Khatua
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7 Powerful Steps to Build a CNN Image Classifier in PyTorch
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Introduction CNN for Image Classification is an important application of deep learning that enables computers to recognize and classify objects in images. In this project, we build a Convolutional…
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How to perform Feature Selection in Machine Learning – Comparing SHAP, Feature Importance and RFECV
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Feature Selection in Machine Learning: Comparing SHAP, Feature Importance and RFECV Feature selection is an important step in machine learning because having more features does not automatically mean having…
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Finding The Best Supervised and Unsupervised Machine Learning Models
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Machine learning models involves choosing the right approach for a particular problem and evaluating whether the selected model performs reliably. As part of my Data Science internship at Valentius…
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Supervised Learning: Comparing 5 Machine Learning Classification Algorithms
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Introduction Supervised Learning is one of the most widely used approaches in machine learning for solving classification and prediction problems. In this project, I explored supervised learning by comparing…