Agile Navigation Approach To Online Violence Against Children Through AI
July 15th, 2021

Investigating Online Violence against Children (OVAC) through Natural Language Processing by analyzing news articles and collecting data as a part of Omdena project, conducted in partnership with Save The Children.   Author: Diana Roccaro   Setting Project Goa

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Using Predictive Modeling: A Data Driven Approach To Impact Investment Strategies
June 18th, 2021

A predictive modeling approach from web scraping, data preparation and dataset building to an easy-to-use app deployment to identify best startups investment strategies.   Authors: Samruddhi Mhatre, Ruthvika Mohan, Aryan Gulati, and Urvi Chaudhary¬†   Impact i

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Using NLP to Fight Misinformation And Detect Fake News
June 9th, 2021

A complete pipeline using NLP to fight misinformation in news articles. In this two-month challenge, a group of 45+ collaborators prepared annotated news datasets, solved related classification problems, and built a browser extension to identify and summarize misinforma

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Using NLP Libraries to Discover What the Internet Says about Omdena
May 31st, 2021

In this article, you will learn an end-to-end NLP project building right from scraping Google data, Twitter, etc. using NLP libraries. How to make a word cloud and sentiment analysis to running a summarization algorithm and finally deploying the code in the form of a pa

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Using Streamlit Dashboard to Predict Infrastructure Needs in Africa
May 25th, 2021

  African governments are using significant portions of public budgets to finance infrastructure, but that infrastructure often responds to past or current needs, not future needs based on expected changes related to climate change, migration, urbanization, etc. In

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