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Subhankar Mishra's Projects

churnprofileofbankcustomers icon churnprofileofbankcustomers

We are given a dataset customers of a bank located at different places with their existing customers exiting the bank or remaining as a customer in the future. Based on different parameters we should predict whether a new customer is likely to leave or remain as a customer of the bank based on his attributes.

classificationusingscikitlearn icon classificationusingscikitlearn

This repository includes programs to models developed to understand different types of classification techniques available in Scikit Learn and their implementation. The different techniques are implemented using the Titanic dataset while, there is a model developed to classify images from the Fashion MNIST dataset also using classification.

clusteringusingscikitlearn icon clusteringusingscikitlearn

This repository contains models to different types of clustering algorithms that Scikit Learn provides for clustering of data as part of unsupervised learning. This also includes datasets for the models impplement

exploringpytorch icon exploringpytorch

This repository will contain all the modules required for learning PyTorch implementation of ML and DL algorithms.

mask_rcnn icon mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

regressionusingscikitlearn icon regressionusingscikitlearn

This repository include machine learning models which are examples of how to use different estimator APIs of Scikit Learn in building Regression models

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