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faraz66's Projects

chat_app-sockets.io icon chat_app-sockets.io

Creating a CHAT Application with UI Implementing the concept of sockets with the help of node and express framework.

chatbot-ml-sih-2019 icon chatbot-ml-sih-2019

A Customer Support Chatbot using Machine Learning for Smart India Hackathon 2019 ( Winning Idea)

dashboard icon dashboard

The React library to build dashboards fast.

detecting-fake-news-classifier icon detecting-fake-news-classifier

To build a model to accurately classify a piece of news as REAL or FAKE. The detection of fake news is done from saving oneselves from believing in false information. All the news that are read on social media cannot be trusted or relied upon. Hence the aim of our project is to detect such fake news by using tf-idf vectorization on news data sets, calculating the confusion matrix of our model and generating its accuracy for prediction of fake news. Using sklearn, we build a Tf-Idf Vectorizer on our dataset. Then, we initialize a PassiveAggressive Classifier and fit the model. In the end, the accuracy score and the confusion matrix tell us how well our model fares.

email_service icon email_service

SMTP Email Service which can be used to trigger persistent emails out of the application using Redis Bull Queue

employee-s_api-nodejs-crud- icon employee-s_api-nodejs-crud-

Creating CRUD Api's for internal working of a Company,with the help of node.js and storing and collection in mongodb

erxes icon erxes

Free and open fair-code licensed all-in-one growth marketing & management software

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