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ML-Assignment_1-Linear-regression
ML-Assignment_1-Linear-regression PublicImplemented a custom Linear Regression model supporting Batch, Stochastic, and Mini-Batch Gradient Descent. Features include data normalization, cost function visualization, and prediction on new i…
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Dog-Breed-Identification
Dog-Breed-Identification PublicDog Breed Identification A deep learning project using ResNet50V2 to classify dog breeds from images. Trained on Dog Breed Identification dataset (top 60 breeds), the model achieves ~81% validation…
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Brain-Tumor-Classifier
Brain-Tumor-Classifier PublicBrain Tumor Classification model using SVM classifies brain MRI scans into Glioma, Meningioma, Pituitary, or No Tumor using SVM with HOG and Sobel features. PCA is applied for dimensionality reduct…
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Hindi-Sentiment-Analysis
Hindi-Sentiment-Analysis PublicHindi Tweet Sentiment Analysis project predicts sentiment of Hindi tweets (Positive/Negative) using TF-IDF and classifiers like SVM, Random Forest, Naive Bayes, and Logistic Regression. Deployed vi…
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