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1. Hotel-Reviews-Classification Hotel-Reviews-Classification Public

   Hotel Review classification - NLTK, Sentiment Analysis, TFID Vectors, Sparse Matrices, Multinomial NB

   Jupyter Notebook

2. Hotel-Review-Score-Prediction Hotel-Review-Score-Prediction Public

   TFID, Sparse matrix, XGBoost, Feature engineering

   Jupyter Notebook

3. Predict_LGG_Mask Predict_LGG_Mask Public

   Segment and highlight mask image in a MRI image of Brain Low Grade Glioma using pre-trained model. Front end - React.js, javascript. API - Python Flask, Docker

   JavaScript

4. Image_Segmentation_Brain_MRI Image_Segmentation_Brain_MRI Public

   Training a Unet Model to segment and predict masks from Brain MRI images. (UNet, CNN, Intersection Over Union, Dice Co-efficient)

   Jupyter Notebook 1 2

5. Intel-Image-Classification Intel-Image-Classification Public

   Classification of large dataset of images using various Convolution Neural network based architectures. Tensorflow, CNN, Transfer Learning, Image Augmentation, t-SNE

   Jupyter Notebook 1

6. House-Price-Prediction House-Price-Prediction Public

   Prediction of house prices. Python, scikit, Linear Regression, Lasso, Ridg,e Decision Tree, Random Forest, XGBoost, hypeopt

   Jupyter Notebook