Tanmoy Das's repositories
Operations-Research-Interview-Preparation
Interview materials (optimization and operations research)
Bayesian-Inference-Modeling
Bayesian Inference Modeling to Rank Cleanup System in Arctic oil spill https://doi.org/10.1016/j.marpolbul.2022.114203
Decision-Support-Tool
A modeling framework to optimize resource allocation in Arctic oil spills
Best-README-Template
An awesome README template to jumpstart your projects!
stockpyl
Python inventory optimization and simulation tools.
Data-Science-Interview-Questions-Answers
Curated list of data science interview questions and answers
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"
TSP
TSP optimization, Operations Research 2 project, UniPD 2022/23
facility-location-optimization-model
A collaborative AI-powered data science project to solve facility-location optimization problem (ongoing)
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
Data-Science
Math models and their implementations. More projects on Machine learning would be found in Python & R repository of Tanmoy Das
github-slideshow
A robot powered training repository :robot:
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.
Data-Science-in-Industrial-Engineering
facebook.com/dataScience.IndustrialEngineering
python-basics-info370
Coding assignments and exercises for the INFO 370 class at UW
R
Learning from Data: Planning & Inference
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
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.
Harvard-Data-Science-Professional
Repository for the Data Science Professional Program from Harvard University on edX
IELTS-202
www.facebook.com/ielts202
Operations-Management
Some course materials of Operations Management
Applied-Statistics
Reference materials of "Probability & Statistics" IPE 205 course
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
Quality-Control
This repository is a supplementary source of Quality Management.
Professional-Development
Reference materials of Business Communication can be found here