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Shubendu Biswas

Data Scientist

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Featured image of post Sentiment analysis of tweets
sentiment tweets twitter NLP Text Preprocessing word cloud TextBlob VaderSentiment

Sentiment analysis of tweets

Predicting the sentiment/polarity of the tweets.

Feb 02, 2020
Featured image of post Loan Defaulters
decision tree CART GridSearch EDA loan-defaulters

Loan Defaulters

Using Decision Tree model, classify whether or not the borrower paid back their loan in full.

Jan 01, 2020
Featured image of post Human Activity Recognition with Smartphones
SVM support vector human activity recognition GridSearch

Human Activity Recognition with Smartphones

Predicting the human activities from smartphone using support vector machines

Jan 01, 2020
SMOTE EDA random forest logistic regression financial

Financial Distress Prediction using SMOTE

Predicting the probability that somebody will experience financial distress in the next two years and determine whether or not a loan should be granted.

Jan 01, 2020
© 2020 Shubendu Biswas

Archives

2020 4

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GridSearch human activity recognition support vector SVM