Md. Ismail Hossain's repositories
Clustering-customers-Unsupervised-ML-Approach-in-R
Clustering the customers using an unsupervised machine learning approach.
cracking-the-data-science-interview
A Collection of Cheatsheets, Books, Questions, and Portfolio For DS/ML Interview Prep
Customer-Rention-Analysis-in-R
The logistic regression model was used in analyzing customer retention.
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.
Data-Visualization-usign-Shiny-web-application
In this project, I pull the data from SQL DB, then processed the data, created a shiny web application to present the counts for different attributes using a line chart.
DS-Career-Resources
Compilation of resources and insights that helped me on my journey to data scientist
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
This repository contains Natural Language Generation (NLG) models aimed on generating text of fairy tales (Markov Chain, LSTM neural network, GPT-2 Transformers).
NLP-Project-Predicting-review-in-1-to-5-star-
The projects are part of the graduate-level course CSE-464 : Soft Computing [Fall 2021 @ NMT] Course Instructor : Dr. Hamdy Soliman
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
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.
Spring-2022---MATH-588-01-Advanced-Data-Analysis
This is a course of MS in Applied Mathematics in Mew Mexico Tech!
SQL_Leetcode
My CS learning : algorithm, data structure, and system design | #SE
StackExchangeCodes
Codes related to answers on StackExchange Network.
Statistical-analysis-on-sales-pipeline-data
Data visualization: specific business query on sales data.
Unsupervised-ML-Customer-Segmentation-in-Python
In this project, I have implemented several unsupervised machine learning approaches to cluster the customers.
Would-you-survive-as-a-Covid-19-patient-
By using the web application we can know the survival probability of a covid-19 patient.