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Sentiment_Analysis
Sentiment_Analysis PublicSentiment Analysis with Deep Learning of Twitter Smile emotion dataset, using BERT, HuggingFace, PyTorch, to classify tweets emotions as variant smileys, and evaluated model via F-1 score metrics.
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Coronavirus-Spread-Across-Globe
Coronavirus-Spread-Across-Globe PublicData Scraping and Data Cleaning on raw data taken from web sources such as- Twitter, News websites like-CNN, NBC, CNBC and John hopkins university, and data storytelling on Tableau platform.
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Image-Recognition-using-Deep-Learning
Image-Recognition-using-Deep-Learning PublicBuilt Deep Learning Neural Network-, i.) Using custom image recognition model, and ii.) Using pre-trained Neural Network i.e., ImageNet
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Finding-Donors-for-CharityML
Finding-Donors-for-CharityML PublicTrained ensemble Machine Learning model with ROC-AUC metrics accuracy of 93.25% , uisng Bagging and Gradient Boosting techniques
Jupyter Notebook
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