Tanmoy Das's repositories
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.
Applied-Statistics
Reference materials of "Probability & Statistics" IPE 205 course
Operations-Research-Interview-Preparation
Interview materials (optimization and operations research)
Quality-Control
This repository is a supplementary source of Quality Management.
Bayesian-Inference-Modeling
Bayesian Inference Modeling to Rank Cleanup System in Arctic oil spill https://doi.org/10.1016/j.marpolbul.2022.114203
Data-Science
Math models and their implementations. More projects on Machine learning would be found in Python & R repository of Tanmoy Das
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
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-Management
Some course materials of Operations Management
Data-Science-in-Industrial-Engineering
facebook.com/dataScience.IndustrialEngineering
Decision-Support-Tool
A modeling framework to optimize resource allocation in Arctic oil spills
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.
facility-location-optimization-model
A collaborative AI-powered data science project to solve facility-location optimization problem (ongoing)
Best-README-Template
An awesome README template to jumpstart your projects!
Data-Science-Interview-Questions-Answers
Curated list of data science interview questions and answers
github-slideshow
A robot powered training repository :robot:
Harvard-Data-Science-Professional
Repository for the Data Science Professional Program from Harvard University on edX
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
Professional-Development
Reference materials of Business Communication can be found here
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
python-basics-info370
Coding assignments and exercises for the INFO 370 class at UW
stockpyl
Python inventory optimization and simulation tools.
TSP
TSP optimization, Operations Research 2 project, UniPD 2022/23