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GAURAV KUMAR VISHWAKARMA's Projects

alo-absa icon alo-absa

Simple and effective aspect based sentiment analysis on Covid 19 tweets using Python that gives a brief analysis on the pandemic situation over a timeline. This analysis is visualised using a wordcloud.

analysis-of-political-sentiments-on-twitter-using-deep-learning icon analysis-of-political-sentiments-on-twitter-using-deep-learning

Aim was to develop a machine learning model which can analyze sentiments on twitter and to predict the winner of Lok Sabha Elections 2019. Web scraping was used for comments and then applied feature extraction, TF-IDF, Word2Vec, ANN and LSTM to improve the accuracy of model. Softmax function was used for multiclass classification. Learning curve was used to select the epochs and batch size in ANN and LSTM. Word cloud was made to select the most important features in the dataset. Random forest classification was selected as the best classifier with the help of PR curve by using micro average for average precision and recall.

awesome-datascience icon awesome-datascience

:memo: An awesome Data Science repository to learn and apply for real world problems.

awesome-list-of-awesomes icon awesome-list-of-awesomes

A curated list of all the Awesome --Topic Name-- lists I've found till date relevant to Data lifecycle, ML and DL.

basic-programs-python icon basic-programs-python

Simple programs for reference, a good place to start contributing. Note: This repo is often used to help first-time contributors make their first contributions in talks, workshops

bulkemail icon bulkemail

Using python to send email to multiple recipeints.

ca-project-facebook-scraping icon ca-project-facebook-scraping

How to capture Friends and Friends Friends on FB and get their profil photo and guest their age and gender with AWS Rekongnition

codesiganl icon codesiganl

It contains some Python solutions of practicals that I have taken in codesignal

covid-19 icon covid-19

Novel Coronavirus (COVID-19) Cases, provided by JHU CSSE

data-projects icon data-projects

Personal Data Projects: Datasets created for stories published on Medium, open to the public.

data-science icon data-science

Collection of useful data science topics along with code and articles

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