Pinned Repositories
Applied-Statistics
Reference materials of "Probability & Statistics" IPE 205 course
Bayesian-Inference-Modeling
Bayesian Inference Modeling to Rank Cleanup System in Arctic oil spill https://doi.org/10.1016/j.marpolbul.2022.114203
Catch-the-IELTS
Catch the IELTS book series; https://www.facebook.com/catchtheielts ; https://www.youtube.com/c/tanmoydasie
Data-Science
Mini projects on data science and machine learning
Deep-Neural-Network
Deep Neural Network and other ML algorithms are developed to predict damage and oil outflow in tanker collision accidents https://doi.org/10.1177/14750902211039659
facility-location-optimization-model
A collaborative AI-powered data science project to solve facility-location optimization problem (ongoing)
Location-allocation-using-MIP
Python implementation of the optimization model proposed in paper titled "A mixed integer programming approach to improve oil spill response resource allocation in the Canadian arctic"
Operations-Research-Interview-Preparation
Interview materials (optimization and operations research)
Operations-Research-projects
Operations research projects will be added in this repo
Operations-Research-Theory
Some lecture notes of Operations Research (usually taught in Junior year of BS) can be found in this repository along with some Python programming codes to solve numerous problems of Optimization including Travelling Salesman, Minimum Spanning Tree and so on.
tanmoyie's Repositories
tanmoyie/Operations-Research-Theory
Some lecture notes of Operations Research (usually taught in Junior year of BS) can be found in this repository along with some Python programming codes to solve numerous problems of Optimization including Travelling Salesman, Minimum Spanning Tree and so on.
tanmoyie/Applied-Statistics
Reference materials of "Probability & Statistics" IPE 205 course
tanmoyie/Operations-Research-Interview-Preparation
Interview materials (optimization and operations research)
tanmoyie/Bayesian-Inference-Modeling
Bayesian Inference Modeling to Rank Cleanup System in Arctic oil spill https://doi.org/10.1016/j.marpolbul.2022.114203
tanmoyie/Data-Science
Mini projects on data science and machine learning
tanmoyie/Deep-Neural-Network
Deep Neural Network and other ML algorithms are developed to predict damage and oil outflow in tanker collision accidents https://doi.org/10.1177/14750902211039659
tanmoyie/Location-allocation-using-MIP
Python implementation of the optimization model proposed in paper titled "A mixed integer programming approach to improve oil spill response resource allocation in the Canadian arctic"
tanmoyie/Machine-Learning
tanmoyie/Operations-Management
Some course materials of Operations Management
tanmoyie/Data-Science-in-Industrial-Engineering
facebook.com/dataScience.IndustrialEngineering
tanmoyie/Decision-Support-Tool
A modeling framework to optimize resource allocation in Arctic oil spills
tanmoyie/Masters-Courses-Industrial-Engineering-
My Masters at Florida State University (Major in Industrial Engineering) contained 51 credit hours including about 30 credit hours related to Data Science. The courses include Learning from Data, Applied Regression Analysis, Applied Optimization, Computational Methods, Intro to Math Statistics.
tanmoyie/Operations-Research-projects
Operations research projects will be added in this repo
tanmoyie/facility-location-optimization-model
A collaborative AI-powered data science project to solve facility-location optimization problem (ongoing)
tanmoyie/Best-README-Template
An awesome README template to jumpstart your projects!
tanmoyie/Data-Science-Interview-Questions-Answers
Curated list of data science interview questions and answers
tanmoyie/github-slideshow
A robot powered training repository :robot:
tanmoyie/Harvard-Data-Science-Professional
Repository for the Data Science Professional Program from Harvard University on edX
tanmoyie/IELTS-202
www.facebook.com/ielts202
tanmoyie/IELTS-with-Tanmoy
Supporting materials for IELTS preparation (mostly for the aspirants from Bangladesh) www.facebook.com/IELTSwithTanmoy https://www.youtube.com/channel/UCN4JExcW-mWQBWPcbwCEiIA
tanmoyie/job-interview-prep
tanmoyie/Optimizing-flood-reponse-in-Bangladesh
Optimizing emergency response in Flood and other disasters using Operations Research tools
tanmoyie/Preference_Learning
tanmoyie/Professional-Licences-and-other-documents
Professional Licences obtained by Tanmoy Das. Most of the licences are related to Industrial Engineering & Data Science including Six Sigma Green Belt and so on. Some prominent licences and certifications are (1) preparing future professionals (2) Business Research certificate by Florida State University (3) Quality Improvement Associates by Advanced Manufacturing Training Center
tanmoyie/python-basics-info370
Coding assignments and exercises for the INFO 370 class at UW
tanmoyie/R
Learning from Data: Planning & Inference
tanmoyie/stockpyl
Python inventory optimization and simulation tools.
tanmoyie/tanmoyie
tanmoyie/tanmoyie.github.io
tanmoyie/TSP
TSP optimization, Operations Research 2 project, UniPD 2022/23