Research Work

This repository contains all of my research related works and activity

An EDA to Classify students category
- Kernel link
- Final Accuracy Score: 0.834 🤖
A Broad study on chi^2(kai-square) algorithm: view in CoLab
A very first introduction to Tensorflow: view in Kaggle
My first project in Tensorflow Sonar rock vs mine: view in CoLab
Outliers Detection and Removing examples: view in CoLab
Employee Churn Prediction using ML and DL approach: view in CoLab
- Final Accuracy: 89.57% 🤖
A Better version of CSC(Classify Student's Category) Project: view in CoLab
- Accuracy with ML classifiers
  - With Reduced feature, final accuracy: 78%
  - With Optimum feature, final accuracy: 84.3%
  - After scaling and oversampling, final accuracy: 88.42%
- Accuracy with DL classifier
  - Training Accuracy with Optimum feature: 98.14%
  - Testing Accuracy with Optimum feature: 85.41%
Predicting Diabetes using Neural Network: view in CoLab
A case study on Banknotes Authentication: view in CoLab
An EDA on Deng.AI project (Preventing the Spread of Dengue Fever): view in CoLab
- Training Accuracy: 92%
An EDA on Lower Back Pain Symptoms Dataset: View in Kaggle, Colab

Licence & Copyright

This project is LICENCE under

Name		Name	Last commit message	Last commit date
Latest commit History 75 Commits
A better version of CSC(Classify Students Category)		A better version of CSC(Classify Students Category)
A very first introduction to Tensorflow		A very first introduction to Tensorflow
An EDA on Classify Student Category Kaggle Datasets		An EDA on Classify Student Category Kaggle Datasets
An EDA on Lower Back Pain Symptoms Dataset		An EDA on Lower Back Pain Symptoms Dataset
Chi^2 (Kai-Square) Algorithm		Chi^2 (Kai-Square) Algorithm
DengAI - Predicting Disease Spread		DengAI - Predicting Disease Spread
Detecting Fake Banknotes using NN		Detecting Fake Banknotes using NN
Employee churn prediction		Employee churn prediction
Intro to Ensemble Learning		Intro to Ensemble Learning
Introduction to Tensorflow		Introduction to Tensorflow
Neural Network from Scratch		Neural Network from Scratch
Outliers Detection and Removing		Outliers Detection and Removing
Pima Indian Diabetes with NN		Pima Indian Diabetes with NN
Principle Component Analysis (PCA)		Principle Component Analysis (PCA)
Python for Machine Learning		Python for Machine Learning
Resarch papers		Resarch papers
Software Defect Prediction		Software Defect Prediction
Sonar Rock vs Mine project		Sonar Rock vs Mine project
datasets		datasets
image		image
.gitignore		.gitignore
LICENSE		LICENSE
README.md		README.md