Arkya Bagchi's repositories
End-To-End-Data-Science-Project
This project integrates the Python, SQL and Tableau and demonstrates the working of end-to-end data science project
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.
hello-world
getting started with github
Machine_learning
Various machine learning algorithms
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
ros_sensor_code
all sensor code for science task
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.
SQL-Leetcode-Problems
This repository contains the solution to the SQL Leetcode problems
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! ✨
HacktoberFest2020
Repository to let enthusiasts create issues and pull requests for the Open Source event
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...
HacktoberFest2020-2
Hacktober-Fest 2020 :octocat: -> open for all!
Hacktoberfest_2020
This repository aims to help code beginners with their first successful pull request and open source contribution. Happy coding!
INFERNO-XLR8
Team INFERNO DTU, XLR8 Rover
MIDAS-Task-2021
This repository contains the solutions of the Summer Internship 2021 Task 2
SQL-Leetcode-Challenge
Contains all the 117 Leetcode questions with their solutions ranging from Easy to Hard in MySQL.
Udacity-Data-Engineering-Projects
Few projects related to Data Engineering including Data Modeling, Infrastructure setup on cloud, Data Warehousing and Data Lake development.