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1. AirBnB-NY-Price-Prediction-Project AirBnB-NY-Price-Prediction-Project Public

   • Implementation of Machine Learning Algorithms - Linear,Rigid Regression, LASSO Regression, Logistic Regressions, SVM (linear and Radial), Decision Trees, Boosting, Neural Networks, Voting Classif…

   Jupyter Notebook

2. Credit-Card-Fraud-Detection Credit-Card-Fraud-Detection Public

   • Implementation of Machine Learning Algorithms - Linear,Rigid Regression, LASSO Regression, Logistic Regressions, SVM (linear and Radial), Decision Trees, Boosting, Neural Networks, Voting Classif…

   Jupyter Notebook

3. Cab-Fare-Prediction-Tabular-ANN-PyTorch Cab-Fare-Prediction-Tabular-ANN-PyTorch Public

   Modeled a Tabular Artificial Neural Network using PyTorch (fast.ai library) to predict the cab fares in New York city and performed various Feature Engineering tasks to convert the GPS coordinates …

   Jupyter Notebook

4. Image-Recognition-CIFAR10-CNN-PyTorch Image-Recognition-CIFAR10-CNN-PyTorch Public

   Modeled a Convolutional Neural Network using PyTorch (fast.ai library) to classify various images of CIFAR dataset from TorchVision and evaluated the model using various metrics

   Jupyter Notebook 1

5. Cats-Dogs-Image-Classification-CUDA-PyTorch-CNN Cats-Dogs-Image-Classification-CUDA-PyTorch-CNN Public

   Modeled a Convolutional Neural Network using PyTorch (CUDA) to classify dog and cat images loaded using TorchVision's ImageFolder and also use pre-trained models such as AlexNet, LeNet and evaluate…

   Jupyter Notebook 3

6. Quora-NLP-Topic-Modelling-LDA-Non-negative-Matrix-Factorization Quora-NLP-Topic-Modelling-LDA-Non-negative-Matrix-Factorization Public

   Modeled a Latent Dirichlet Allocation and NMF to classify various documents into topics as a unsupervised ML algorithm with effective visualization