This repository contains all of my research related works and activity
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An EDA to Classify students category
- Kernel link
- Final Accuracy Score: 0.834 🤖
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A Broad study on chi^2(kai-square) algorithm: view in CoLab
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A very first introduction to Tensorflow: view in Kaggle
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My first project in Tensorflow Sonar rock vs mine: view in CoLab
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Outliers Detection and Removing examples: view in CoLab
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Employee Churn Prediction using ML and DL approach: view in CoLab
- Final Accuracy: 89.57% 🤖
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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%
- Accuracy with ML classifiers
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Predicting Diabetes using Neural Network: view in CoLab
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A case study on Banknotes Authentication: view in CoLab
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An EDA on Deng.AI project (Preventing the Spread of Dengue Fever): view in CoLab
- Training Accuracy: 92%
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An EDA on Lower Back Pain Symptoms Dataset: View in Kaggle, Colab
Nasir Islam Sujan © 2018