Habibur Rahman's Projects
Breast Cancer Classification using Browser-Based Model with TensorFlowJS
Building a Machine Learning Model to Predict the Price of the Car By Comparing Performance of Different Regression Techniques (Simple Linear Regression, Multiple Linear Regression, Polynomial Regression)
Convolutional Neural Network Based Optimization Approach for Wireless Resource Management
Includes Various types of Data Visualization Tools
Data Wrangling is the process of converting data from the initial format to a format that may be better for analysis.
Deep Learning with Tensor-flow
Implementation of different data structures and algorithms using Python
Engineers Diary is a blog which frontend is written on ReactJS
Methods to see if certain characteristics or features can be used to predict.
Fashion Mnist Image Classification Using Convolutional Neural Networks (TensorFlowJS)
Implementations of Federated Learning - Machine Learning on Decentralized Data.
The system is developed for home use by patients that are not in critical condition but need to be constant or periodically monitored by clinician or family. In any critical condition the SMS is send to the doctor or any family member. So that we can easily save many lives by providing them quick service.
Proposed system consists of a microcontroller (Arduino), a NodeMCU, a Raspberry Pi, a heartbeat sensor, a temperature sensor and a high definition camera for blood group detection purpose. In our proposed framework, the heartrate and body temperature are automatically sensed, the readings are recorded continuously. Finally, after processing the collected data, these data are sent to the server through the existing Local Area Network. The doctors can check the health condition parameter through a web application. This framework can also detect the blood group from the blood sample by using the image processing algorithm.
IOT Based Prepaid Energy Meter and load shedding and Road Light Control
kormo: a usual to-do app
A Deep Neural Network Based Optimization Approach for Wireless Resource Management
Machine Learning with Python
Different implementations of machine learning problems using scikit-learn (sklearn) library.
We developed several models that predict the price of the car using the variables or features. This is just an estimate but should give us an objective idea of how much the car should cost. In Data Analytics, we often use Model Development to help us predict future observations from the data we have. A Model helps us understand the exact relationship between different variables and how these variables are used to predict the result.
Object Oriented Programming using Python
Password based circuit breaker is a technology where we can control any circuit by a password. If we enter a password the circuit gives a break that means it is on. It can mainly be used in case of electric lines. Nowadays, electrical accidents to the line man are increasing, while repairing the electrical lines due to the lack of communication between the electrical substation and maintenance staff. This project gives a solution to this problem to ensure line man safety. In this proposed system, the control (ON/OFF) of the electrical lines lies with line man. This project is arranged in such a way that to ON/OFF the electrical line. The project is mainly based on Arduino. An Arduino controls all the functions. A matrix keypad is interfaced for taking password. There is a LCD display to read the password. When password is entered by the matrix keypad it is compared with the stored password in the ROM of the Arduino. If the password matches, relay is on. When the relay is on, led is on. If the password doesn’t match the circuit won’t be on.
Problem Solving
Data Analysis and Machine Learning on "Titanic Dataset"
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent