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Aabha Gupta's Projects

credit-card-fraud-detection icon credit-card-fraud-detection

In this project ,predicting whether a particular transaction is a Fraudulent transaction or Genuine transaction. We will be dealing with data imbalance with the help of upsampling and downsampling using resample and SMOTE. We will dive into the BFSI industry, i.e. Banking, Financial Services, and the Insurance Industry.

sentiment_analysis_amazon_reviewdataset icon sentiment_analysis_amazon_reviewdataset

Amazon is an online shopping website that now caters to millions of people everywhere. Over 34,000 consumer reviews for Amazon brand products like Kindle, Fire TV Stick and more are provided. The dataset has attributes like brand, categories, primary categories, reviews.title, reviews.text, and the sentiment. Sentiment is a categorical variable with three levels "Positive", "Negative“, and "Neutral". For a given unseen data, the sentiment needs to be predicted.

workbench icon workbench

Statistics, Machine-learning, Deep-learning, Data-Science, Python

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