Deploy a Model Using Docker as Endpoint and Pathology Mobile App
May 14th, 2021

The article shows steps for deploying a model with flask, creating a Docker container so that it can be easily deployed in the cloud, and creating an offline pathology mobile app so that it can be used in places without an internet connection like Africa. Check the mobi

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Streamlit Tutorial: Deploying an AutoML Model Using Streamlit
April 25th, 2021

A step-by-step Streamlit tutorial on displaying the predicted safety ratings of roads to prevent road crashes and save lives.   Author: Muhammad Ali     To find out how the data used in this tutorial was extracted from traffic images, check the workflow here  and he

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NLP Pipeline: Understanding Land Ownership in Kenya through Network Analysis
March 17th, 2021

An end-to-end NLP pipeline from collecting and preparing more than 32.000 notices, legal entities, and court documents to build a web-based dashboard displaying land ownership in Kenya. The purpose of this project is to boost Kenya’s efforts to restore degraded land i

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Understanding Climate Change Domains through Topic Modeling
January 9th, 2021

Applying various topic modeling techniques (Top2Vec, LDA, SBERT, etc.) to extract nature-based solution (NbS) adaptation themes from text corpora.   By Bala Priya C, Nishrin Kachwala, Anju Mercian, Debaditya Shome, Farhad Sadeghlo, Hussein Jawad   Although man

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Visualizing Climate Change Impacts and Nature Based Solutions
December 27th, 2020

Applying various data science tools and methods to visualize climate change impacts. By Nishrin Kachwala, Debaditya Shome, and Oscar Chan Day by day, as we generate exponentially more data, we also sift through its complexity and consume more. Filtering out relevancy is

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