Sayantan Ghosh's repositories

ANN-Model

It is an artificial Neural Network Model to determine probability of a customer of staying in the bank or leave the bank using Stochastic Gradient Descent Algorithm(Adam-Optimization Algo)

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Dice-Game-in-Web-Interface-using-Javascript

It is dice game That folows the following Rules.

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Face-Detection-and-Video-Detection-using-opencv

It is a Image recognition and Video (Webcam)recognition using Open cv.

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Html_Tutorial-Page-Front-Page-

It is the Landing Page of a BasicTutorial Blog.

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Logistic-Regression

It is a Logistic Regression Model Based predicting how the Customers reacts to an advertisement based upon their age and salaries.The business Model will help to how the marketing strategy is to be implemented by analyzing the facts.

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Natural-Language-Processing

It is NLP project that will predict the customers' reviews whether it is negative or positive review depending on the words classifier.

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Bluffing-Model

This is a bluffing Model which determines wheather an employee is bluffing or not of his expected salary.This Model helps to predict the exact salary with an accuracy of 99.74%

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Book-Store-GUI-using-python

It is a Book Store GUI using python where an user can add,Update,Search,Delete Books.

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BOOTSTRAP-styling

It is my personal Blog and my official Website made by java-script,j query,css,bootstrap.

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Decision-Tree

It is Decision Tree Model in 1-D

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Employee-Salary-Prediction-Model-Based-on-work-Experince

The prediction model will help us to determine what shoul be a employee's salary based on work experince in years.The accuracy of the prediction model is 97% based on Kaggle dataset.

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HTML-Titorial-WebPAge

It is a Layout of a Basic HTML Tutorial Page

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opencv

Open Source Computer Vision Library

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Php-and-MySql-Based-Search-Engine

It is a Search Engine(not fully optimized based on database) using php and MySQL.The UI design is a unique.

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Prediction-Model-on-Business-Profit-Analytics

This is a prediction Model with a accuracy of 95.5%. It will predict the profit considering different aspects like expenses in Research & Development ,Marketing,Administration Expenses.It would help new startups to predict the profit.The dataset is taken from Kaggle.

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Student-DatabaseRecord

It is a student database record based on real world entity problems.How a list of student details can be stored in Database.

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SVR-Model

This is a Basic SVR Model.

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VideoStoringDatabase-

It is a videostoring inventory system where a user can add video to the database,rent video,rate a video.

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vuepress

📝 Minimalistic Vue-powered static site generator

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WebBlog

It is my own personal professional Website Layout using JavaScript,Bootstrap,html,css,PHP.

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cnn-cifar10-example

Simple example of a Convolutional Neural Network trained with Tensorflow on the CIFAR-10 dataset

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coursera-Applied-Data-Science-with-Python

Repository for coursera specialization Applied Data Science with Python by University of Michigan

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CSS-3D-Animation

3D CSS Animation for website background

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hyperparameter-optimization

Implementation of Bayesian Hyperparameter Optimization of Machine Learning Algorithms

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Machine-Learning-Web-Apps

Building and Embedding Machine Learning Model into a Web App(With Flask,etc)

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Predicting-Employee-Attrition

Using machine learning to predict employee turnover in Python

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Self-Driving-Car

This repository is for self driving car project developed as a part of Software Engineering project at NIIT University

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