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Kumar Shubham's Projects

bytewalk icon bytewalk

A social media photo-sharing website built on the Django Framework.

fenice-network icon fenice-network

Building the job search portal which helps both recruiters and job seekers to get perfect jobs.

hello-cops icon hello-cops

Print "Hello COPS" in different programming languages

knn-simple-example icon knn-simple-example

In this repository, I have shown a simple kNN example which helps classify things. In this example, I have used 7 variables/parameters to predict the outcome as an integer ranging from 1 to 6.

learn_programming_app icon learn_programming_app

Learn how to create a simple learning app which connects to Firebase and can load data from there.

logistic-regression-handling-missing-data-problem icon logistic-regression-handling-missing-data-problem

In this repository, the Logistic Regression model first fills the missing data in columns with the mean of the column data for the machine to utilize the data and we have also performed standardization on the data to avoid biases and make the model more accurate to predict true results.

mern-e-commerce icon mern-e-commerce

A simple E-Commerce app built on MERN stack with integrated Stripe Checkout.

merngram icon merngram

A simple photo sharing website built using React, Node, Express, MongoDB and Firebase Storage.

ml-contests-solutions icon ml-contests-solutions

This repository contains my solutions to several Machine Learning contests being held online.

movie-recommendation-system icon movie-recommendation-system

Built a Movie Recommendation System which will take as input a movie title from the user and return the top 50 recommended movies to the user based on the input movie.

naive-byes-spam-filter icon naive-byes-spam-filter

Build a simple spam filter for emails using Naive byes. We will be using sklearn library for our pupose.

personalised-alarm-using-python icon personalised-alarm-using-python

Building the personalized alarm using Python which plays different alarm tunes by machine learning using previous results to provide the best alarm experience.

python-automation icon python-automation

šŸ’» These are some projects which I worked upon to automate stuffs using python

recit icon recit

A portal where developers list out their projects and skills and recruiters search for developers.

regression-knn-and-decisiontrees icon regression-knn-and-decisiontrees

In this repository, we will be using k-NN for Regression and Decision Trees Regression for regression purpose. We will be comparing mean squared error for both and will be choosing the best algorithm among them with best tree depth and umber of nearest neighbours.

simple-multivariate-linear-regression icon simple-multivariate-linear-regression

This project deals with doing multivariate linear regression using Numpy and will try to make predictions. We will be using Normal Equation method for our purpose here.

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