joshy-joy/portfolio

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joshy-joy/portfolio

joshy-joy

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Personal portfolio project in python

golang-gRPC-chat-app

chat application

Employee-Treatment-prediction

Final Year project

Jupyter Notebook

Hotel-cancellation-prediction

Hotel cancellations can cause issues for many businesses in the industry. Not only is there the lost revenue as a result of the customer cancelling, but this can also cause difficulty in coordinating bookings and adjusting revenue management practices. Data analytics can help to overcome this issue, in terms of identifying the customers who are most likely to cancel — allowing a hotel chain to adjust its marketing strategy accordingly. To investigate how machine learning can aid in this task, the ExtraTreesClassifer, logistic regression, and support vector machine models were employed in Python to determine whether cancellations can be accurately predicted with this model. For this example, both hotels are based in Portugal. The Algarve Hotel dataset available from Science Direct was used to train and validate the model, and then the logistic regression was used to generate predictions on a second dataset for a hotel in Lisbon.

Jupyter Notebook

Image-classification-using-deep-learning

Deep Learning course assignment - Image classification project done by implimenting deep neural network without any deep learning libraries.

Jupyter Notebook

django-project

This repository contain all my django projects

machine-learning-python

Python implimentation of Andrew Ng Machine Learning Course

Jupyter Notebook

image-uploading-REST-API-using-Flask

A simple rest api using flask for image upload.

Data-Science-Platform

A data science platform for ML , DS and AI

Home-price-prediction-on-kaggle

Learning project in kaggle to understand advanced Regression.

Jupyter Notebook

Machine-Leaning-Matlab

All the ML assignments done during the time of ML course on Coursera

Employee-treatment-prediction-API

This repository contained Treatment prediction app v1.0 ready to deployed

corona-angular-project

A simple angular project to report corona virus infections

simple-django-shopping-website

simple shopping website

recipe-book

simple e-commerce website developed in angular

flask-blog-projet

This repository contain a simple flask application project.

CRUD-API-using-flask

CRUD API using flask

Coursera_Capstone

This repository contain Capstone project done on Data Science professional Course

Jupyter Notebook