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Abdul 's Projects

bootstrap icon bootstrap

The most popular HTML, CSS, and JavaScript framework for developing responsive, mobile first projects on the web.

courses icon courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

healthknowledgegraph icon healthknowledgegraph

Health knowledge graph for 157 diseases and 491 symptoms, learned from >270,000 patients' data

hyde icon hyde

A brazen two-column theme for Jekyll.

jekyll icon jekyll

:globe_with_meridians: Jekyll is a blog-aware static site generator in Ruby

jekyll-now icon jekyll-now

Build a Jekyll blog in minutes, without touching the command line.

jekyll-revealjs icon jekyll-revealjs

A Jekyll-based framework for creating presentations based on Reveal.js and markdown.

moon icon moon

Moon is a minimal, one column jekyll theme.

musician-app icon musician-app

NodeJS / React sample app for AWS CI/CD pipeline tutorial

ppguide icon ppguide

Host the detailed guide for Project-Pages.

social-analytics-driven-health-insights icon social-analytics-driven-health-insights

In this project, we leveraged social media data gathered from Reddit for the purpose of tracking the prevalence of public interests and understanding public reaction towards identifying high priority conditions and/or disease states. For this project we Web Scraped the data from reddit by creating our own API using Flask which internally used Pushshift API. We did a high level Text Preprocessing using NLTK library, performed exploratory data analysis by creating a Time-Series Graph with Regression Analysis, Wordcloud, interactive Knowledge Graph for relational Taxonomy, performed Topic modelling using Latent Dirichlet Allocation, Sentiment Analytics using VADER, K-Means Clustering on Sentiment subjectivity and polarity. Thereafter created a Web Application using Streamlit and deployed it to AWS Lamda. This applivation provide potential public health application for early detection of diseases and means of information distribution for proactive response.

travelog-theme icon travelog-theme

Travelog is a theme for Jekyll that is both elegant and downright simple.

udemy-frank icon udemy-frank

Udemy lectures on data science & machine learning; Sundog Education by Frank Kane

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