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Swetha B's Projects

loan_prediction icon loan_prediction

Dream Housing Finance company deals in all kinds of home loans. They have presence across all urban, semi urban and rural areas. Customer first applies for home loan and after that company validates the customer eligibility for loan. Company wants to automate the loan eligibility process (real time) based on customer detail provided while filling online application form. These details are Gender, Marital Status, Education, Number of Dependents, Income, Loan Amount, Credit History and others. To automate this process, they have provided a dataset to identify the customers segments that are eligible for loan amount so that they can specifically target these customers.

neural-cryptography icon neural-cryptography

An experimental neural cryptography algorithm created in 2016 that implements convolutional neural networks for cryptography based on others' attempts.

pyspark- icon pyspark-

Tried implementing Pyspark using google collab

red-wine-quality icon red-wine-quality

Simple and clean practice dataset for regression or classification modelling

twitter_sentiment_analysis icon twitter_sentiment_analysis

Participated in Analytics Vidya Hackathon.The objective of this task is to detect hate speech in tweets. For the sake of simplicity, we say a tweet contains hate speech if it has a racist or sexist sentiment associated with it. The task is to classify racist or sexist tweets from other tweets.

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