yashpasar/Loan-Default-Prediction

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Created almost 5 years ago
Updated over 4 years ago

yashpasar/Loan-Default-Prediction

yashpasar

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A Fraud Prevention System that classifies loans into good loans & bad loans t0 help the banks to decide on whom to offer loans

Brain-Tumor-Classification-and-Detection-Machine-Learning

Refining the Accuracy and Efficiency to classify brain tumor images into malignant and benign using Matlab

Walmart-Sales-Prediction

This project has been implemented in python and aims to predict weekly sales for different departments of walmart stores

Jupyter Notebook

Titanic-Survival-Prediction

Implemented in PySpark

Jupyter Notebook

Association-Rule-Mining

A small exercise to learn association rule mining on the IBM attrition dataset and learn dash to host the model using heroku. Link to the hosted model:

Jupyter Notebook

Analysis-of-data-science-programs-using-Pyspark

Analysing different data science programs using the education programs dataset using k-means and Principal Component Analysis. Implemented using Pyspark

Jupyter Notebook

Cluster-Analysis-and-Decision-Tree-Induction

Who wrote the disputed essays, Hamilton or Madison?

SMS-Spam-Detection

Implemented in Pyspark

Jupyter Notebook

Predictive-Analysis-for-Airline-Customer-Satisfaction

Analyzing the Yelp review dataset & Predicting the sentiment using only the raw textual data from the upcoming reviews

Customized-Handwritten-Digit-Recognizer

A Digit Recognition system that uses computer vision to interpret intelligible handwritten input from paper documents & photographs

Jupyter Notebook

Sentiment-Analysis-of-Yelp-reviews

Algorithms used: Logistic Regression, K-Nearest Neighbors and Artificial Neural Network

Jupyter Notebook