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Data Mining (CES 5338) Final Project

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The main purpose of the project is predicting the rating of the game, based on the given reviews and understanding how the test classification machine learning algorithm works and improving the outputs on existing references. The second purpose is providing good documentation for the whole process.

Data Mining (CES 5338) Assignment-03

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The purpose of this assinment was understanding the performance of Naive Bayes classifier for large review movie data sentimental analysis.

Data Mining (CES 5338) Assignment-02

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The purpose of this assinment was understanding the performance of different distance metrics(euclidean, normalized euclidean and cosine distance) in KNN with different hyperparameters(K).

Data Mining (CES 5338) Assignment-01

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The purpose of this assinment was understanding overfit, underfit and selecting hyperparameter for best performance of polinomial curve based on training and test error.

portfolio

Research Group

In January 2020, at the momemnt of attending a world biggest conference named Transportation Research Board (TRB) at Washington DC.I Presented a conference paper tittled Barriers and Opportunities for Paratransit Users to Adopt On-Demand Micro Transit. This prject was funded by City of Arlington, Texas, USA. The part of our Transportation group at 2020 TRB in the below picture.

publications

Present Conditions of Most Hazardous Road Intersections: A Case Study of Rajshahi City, Bangladesh

Published in International Conference on Planning, Architecture and Civil Engineering (ICPACE 2017),Rajshahi University of Engineering and Technology., 2017

Recommended citation: Das, B. K., & Miah, M. (2020). Present Conditions of Most Hazardous Road Intersections : A Case Study of Rajshahi City , Bangladesh. International Conference on Planning, Architecture and Civil Engineering (ICPACE 2017),Rajshahi University of Engineering and Technology. https://scholar.google.com/scholar?oi=bibs&hl=en&cluster=17901117510695129907

talks

teaching

Transportation Engineering-I,Transportation Engineering-II and Transportation Engineering Sessional-II

Undergraduate course, Rajshahi Universit-y of Engineering and Technology, Department of Civil Engineering, 2014

Role

I wroked as a Assistant Professor for Department of Civil Engineering at Rajshahi University of Engineering & Technology. My role was-

  1. Teaching undergraduate course and supervising undergraduate thesis
  2. Conducting research in the field of Transportation engineering
  3. Performing lab and field test on transportation materials
  4. Served as a consultant for civil engineering infrastructure design

Prestressed Concrete, Structural Analysis and Design II, Structural Analysis and Design Sessional II, Transportation Engineering Sessional I

Undergrade Course, Stamford University of Bangladesh, Department of Civil Engineering, 2014

Role

I worked as a Lecturer for civil engineering Department at Stamford University, Bangladesh. The total Number of undergrade students were 60.

  • Teaching undergraduate course and supervising undergraduate thesis
  • Conducting research in the field of Transportation engineering

Transportation Engineering-I,Transportation Engineering-II and Transportation Engineering Sessional-II

Undergraduate course, Rajshahi University of Engineering and Technology, Department of Civil Engineering, 2015

Role

I wroked as a Lecturer for Department of Civil Engineering at Rajshahi University of Engineering & Technology. My role was-

  1. Teaching undergraduate course and supervising undergraduate thesis
  2. Conducting research in the field of Transportation engineering
  3. Performing lab and field test on transportation materials
  4. Served as a consultant for civil engineering infrastructure design

Transportation Engineering-I,Transportation Engineering-II and Transportation Engineering Sessional-II

Undergraduate course, Rajshahi University of Engineering and Technology, Department of Civil Engineering, 2016

Role

I wroked as a Lecturer for Department of Civil Engineering at Rajshahi University of Engineering & Technology. My role was-

  1. Teaching undergraduate course and supervising undergraduate thesis
  2. Conducting research in the field of Transportation engineering
  3. Performing lab and field test on transportation materials
  4. Served as a consultant for civil engineering infrastructure design

Transportation Engineering-I,Transportation Engineering-II and Transportation Engineering Sessional-II

Undergraduate course, Rajshahi University of Engineering and Technology, Department of Civil Engineering, 2017

Role

I wroked as a Lecturer for Department of Civil Engineering at Rajshahi University of Engineering & Technology. My role was-

  1. Teaching undergraduate course and supervising undergraduate thesis
  2. Conducting research in the field of Transportation engineering
  3. Performing lab and field test on transportation materials
  4. Served as a consultant for civil engineering infrastructure design

Transportation Engineering (CE3302)

Undergraduate course, University of Texas at Arlington, Department of Civil Engineering, 2019

Role

I worked as a Graduate Teaching Assistant for this course with Professor Stephen P. Mattingly and Dr. Agoki in Spring 2019 and Summer 2019. The total Number of undergrade students were 55.

  • Supervising undergraduate student term final projects
  • Helping students with professor in class
  • Consulting with students on their homework and project problems
  • Evaluating homework and midterm exams
  • Working as an invigilator during exams