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Prashant Mishra's Projects

deeplearning icon deeplearning

These Exercises are based on the Deep Learning Specialization Course on Coursera by Andrew Ng

lendingclubloandata icon lendingclubloandata

For this project, I am going to explore a loan data from Lending Club. My goal will be to predict good loan and bad loan based on features given in the data. I will be using R for visual exploration of the data and eventually fitting multiple machine learning models to get a prediction. Specifically I will be using example-dependent cost-sensitive classification machine learning algorithms to predict an outcome with higher cost for wrong predictions.

project-template icon project-template

A logical, reasonably standardized, but flexible tasks as containers project structure for doing, sharing and deploying data science work. Based on:

tac-example icon tac-example

Example project using Tasks as Containers architecture

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