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1. Credit_Risk_Analysis_Using_Classification Credit_Risk_Analysis_Using_Classification Public

   This project aims to predict credit risk using various ensemble machine learning techniques. I have also tried to handle imbalance by using various sampling methods.

   Jupyter Notebook 1

2. Predicting_Housing_Prices Predicting_Housing_Prices Public

   Our aim was to make a model of housing prices that mimic the infamous Boston Housing Data but on a macro level. We wanted to use Multiple Linear Regression in order to predict the housing prices an…

   Jupyter Notebook

3. Myers_Briggs_Personality_Predictor Myers_Briggs_Personality_Predictor Public

   The project aims to predict personality types using Natural Language Processing on the social media presence of more than 8600 individuals and implement various machine learning algorithms on a dat…

   Jupyter Notebook 1

4. San_Francisco_Rental_Analysis-PyViz San_Francisco_Rental_Analysis-PyViz Public

   This project runs a rental analysis on the property in San Francisco and aims to provide customers with a broad range of portfolio options. I have used Python's PyViz library to create a dashboard …

   Jupyter Notebook

5. Fradulent_Transactions-SQL Fradulent_Transactions-SQL Public

   Used SQL to analyze historical credit card transactions and consumption patterns in order to identify possible fraudulent transactions. Analyzed on Python and created visualizations.

   Jupyter Notebook

6. Time_Series_Analysis_on_Yen Time_Series_Analysis_on_Yen Public

   This project aims to predict future yen prices using time-series models such as ARIMA as well as making out of sample and in sample predictions on Python

   Jupyter Notebook