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Md. Ismail Hossain's Projects

data-science-interview-resources icon data-science-interview-resources

A repository listing out the potential sources which will help you in preparing for a Data Science/Machine Learning interview. New resources added frequently.

ds-career-resources icon ds-career-resources

Compilation of resources and insights that helped me on my journey to data scientist

loan-eligibility-prediction icon loan-eligibility-prediction

In this project I am going to create a Machine learning model to predict the loan eligibility of the customer of a Bank! Then I will deploy the ML model as a web application.

nlg-text-generation icon nlg-text-generation

This repository contains Natural Language Generation (NLG) models aimed on generating text of fairy tales (Markov Chain, LSTM neural network, GPT-2 Transformers).

ols-regression-analysis icon ols-regression-analysis

Ordinary least square (OLS) regression analysis carried out in this project. The selected dependent variables are some public health indicators like anxiety, diabetes. We tried to find the independent variables which are responsible for this health hazard.

spatial-interpolation icon spatial-interpolation

In this project I did SK and OK on mining industry data to see the concentration of Silver under soil layers or in different depth.

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