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Arkya Bagchi's Projects

contribute-to-hacktoberfest2020 icon contribute-to-hacktoberfest2020

A beginner-friendly project to help you in open-source contributions. Made specifically for contributions in HACKTOBERFEST 2020! From Hello World Programs to Data Structure and Algorithms! all in one. Please leave a star ⭐ to support this project! ✨

easyocr icon easyocr

Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.

fake-news-detection icon fake-news-detection

In this we propose machine learning techniques, in particular supervised learning, for fake news detection. More precisely, we used a dataset of fake and real news to train a machine learning model using Scikit-learn library in Python. We extracted features from the dataset using text representation models like Bag-of-Words, Term Frequency-Inverse Document Frequency (TF-IDF) and Bi-gram frequency. We tested two classification approaches, namely probabilistic classification and linear classification on the title and the content, checking if it is clickbait/nonclickbait, respectively fake/real.

hacktoberfest2020 icon hacktoberfest2020

Repository to let enthusiasts create issues and pull requests for the Open Source event

hacktoberfest2020-1 icon hacktoberfest2020-1

Make your first PR. A beginner friendly repository made specifically for open source beginners. Add any program under any language (it can be anything from a simple program to a complex data structure algorithm). Happy coding...

hacktoberfest_2020 icon hacktoberfest_2020

This repository aims to help code beginners with their first successful pull request and open source contribution. Happy coding!

midas-task-2021 icon midas-task-2021

This repository contains the solutions of the Summer Internship 2021 Task 2

natural-language-processing icon natural-language-processing

Natural Language Processing, usually shortened as NLP, is a branch of artificial intelligence that deals with the interaction between computers and humans using the natural language. The ultimate objective of NLP is to read, decipher, understand, and make sense of the human languages in a manner that is valuable.

opinion-mining icon opinion-mining

Opinion Mining is the task of extracting opinions from a sentence on an instance. In these project, I have collected the data from twitter and had proposed a methodology to judge the opinion of various tweets into three different classes "Offensive language", "Hate speech" and "Neutral speech" using various machine learning algorithm. I have analysed the results briefly

sql-leetcode-challenge icon sql-leetcode-challenge

Contains all the 117 Leetcode questions with their solutions ranging from Easy to Hard in MySQL.

udacity-data-engineering-projects icon udacity-data-engineering-projects

Few projects related to Data Engineering including Data Modeling, Infrastructure setup on cloud, Data Warehousing and Data Lake development.

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