Final Projects

For this course, instead of final assessment, there will be a capstone project that you will be working on.

It is best to start looking for project ideas as soon as possible, but we initiate collecting your project ideas by the first week after midterm exam.

The ideal time to start working on your project is also as soon as possible, but as soon as we collect your project ideas and approve the final one, we ask you to start by then.

The tentative deadline to submit the final project, is in around the day after final week. Your submission includes:

Your Final Project Code(s)
Your Final Project Presentation Slides
Your Final Project Report

And there will be a presentation as well. The tentative day of presentation is in around the day after the deadline to submit your final project.

Tentative Structure to Write The Report:

Introduction
Related Works/Literature Review
Methodology
Results
Discussion
Conclusion and Future Work

While there are many ways to write a good report, we provide some examples:

Usual Guidelines:

As the internet can be a reason for disturbance in the lab, please download your code, presentation slides, and report in your pendrive/external hdd and keep that along with you.
Printout the final report along with you for your convenience.
Obviously, please be present 20-25 mins earlier than your slot.
Rest of you are suggested to be present to watch others’ presentations besides your allotted timeslot in the lab since you may find some exciting ideas and/or possible collaborations to work on with someone of the same interest in the future.
Timeslot: 10-15 mins for presentation and rest for Q/A.

Final Projects:

Name	Final Grades
MD. SHAJIDUR RAHIM	A Study On Synthesis Data Augmentation and Its Various Techniques And Importance In Different Fields of Computer Vision and Machine Learning
MD ABDULLAH AL SYMUM	Snake game using Reinforcement Learning
SAMIUL HOQUE RAFI	N/A
ABDULLAH ORAIB	N/A
AHMED ZABIR HUSSAIN	Determining the Phase Transition of Material From Ordered to Disordered State Using Monte Carlo Simulation
ARNAB MITRA UTSAB	Advanced Time Series Analysis for Cryptocurrency Investment using Machine Learning Techniques
SHARTHAK DAS	N/A
MUBASHIRA RAHMAN	Detecting Diabetes using different machine learning approaches
RAISA RAHMAN RODELA	Analyzing Temperature Patterns of Dhaka city with SARIMA model
S. M. FAZLE RABBY LABIB	Targeted DeepFool: A Simple and Effective Algorithm for Fooling Deep Neural Networks to Specific Classes
MESHKATUL AREFIN	Inflation rate analysis and predictions of Bangladesh using Monte Carlo Simulation
ZARIN TASNIM	N/A
JARIN TASNIM KHAN KASHFEE	Differential Privacy
GOLAM RABBI	N/A
MAHMUDUL ISLAM	Simulation of Energy Storage Systems for Renewable Energy Integration
SK. SAMIUL KADIR	Weather Forecasting using Machine Learning
AHMED SYMUM SWAPNO	Action Spotting in Soccer Videos
MAZHARUL ISLAM RAKIB	Topic Name Missing
ABIDUR RAHMAN	N/A
MAIMUNA RAHMAN	Leveraging Synthetic Data for Diabetes Classification: Expanding Disease Prediction Horizons
MAISHA HAQUE	Comparative Analysis of Regression Models and Exponential Model for Population Growth Prediction
SHAHRIN RAHMAN	Optimizing CNN Using HPC Tools
SAIWARA MAHMUD TUHEE	Phishing Website Detection
MD. SIFAT MAHMUD	Music Generation using C-RNN-GAN
MD. MUHTASIM MAHMUD	Time Series Forecasting and Stock Price: A Study of Different Models
NAZMUL HASAN OYON	Process Mining
MD. RABIB HASAN	Learning Mesh-Based Simulation with Graph Networks
ADNAN RAHMAN ESHAN	An investigation on the Defense system of Data Poisoning Attacks Against Federated Learning Systems
PARTHO PROTIM SARKER JOY	N/A
ISHRAT TASNIM AWISHI	N/A
MAISOON TASNIA	Topic Name Missing
AFIF ALAMGIR	generating music using RNN
SWAPNIL GHOSH	Behavioral Cloning 2.0: Building upon Existing Work
ISTIHAD AHMED	Sequence Modeling using SoPa
AZIZUL MUKTADIR CHOWDHURY	N/A