COVID-19 Open Research Dataset Challenge

COVID-19 Open Elaboration Dataset Investigate (CORD-19)

An AI investigate delay AI2, CZI, MSR, Georgetown, NIH & The White House

(1) FULL-LENGTH PROJECT

Dataset Description

In apology to the COVID-19 pandemic, the White House and a combination of qualitative elaboration groups feel expert the COVID-19 Open Elaboration Dataset (CORD-19). CORD-19 is a supplies of aggravate 44,000 erudite catechism, including aggravate 29,000 delay liberal passage, encircling COVID-19, SARS-CoV-2, and allied corona viruses. This spontaneously profitable axiomsset is supposing to the global elaboration unity to direct new-fangled advances in consistent diction processing and other AI techniques to originate new insights in aid of the ongoing encounter abutting this epidemic disorder. There is a growing crisis for these approaches accordingly of the speedy acceleration in new coronavirus lore, making it trying for the medical elaboration unity to preserve up.

Call to Action

We are issuing a fawn to resuscitation to the globe's constrained report experts to educe passage and axioms mining tools that can succor the medical unity educe defenses to haughty control philosophical topics. The CORD-19 axiomsset represents the most bulky machine-readable coronavirus lore assemblage profitable for axioms mining to bound. This confesss the globewide AI elaboration unity the opening to direct passage and axioms mining approaches to perceive defenses to topics delayin, and integrate insights abutting, this succeeding in aid of the ongoing COVID-19 apology efforts globewide. There is a growing crisis for these approaches accordingly of the speedy extension in coronavirus lore, making it trying for the medical unity to preserve up.

A catalogue of our primal key topics can be rest subordinate the Tasks exception of this axiomsset. These key philosophical topics are drawn from the NASEM’s SCIED (National Academies of Sciences, Engineering, and Medicine’s Standing Committee on Emerging Epidemic Diseases and 21st Century Health Threats) elaboration topics and the Globe Health Organization’s R&D Blueprint for COVID-19.

Many of these topics are appropriate for passage mining, and we advance elaborationers to educe passage mining tools to equip insights on these topics.

In this contrivance, you succeed supervene your own interests to invent a portfolio good single-frame viz or multi-frame axioms anecdote that succeed be shared in your introduction. You succeed use all the skills taught in this succession to accomplished this contrivance gradational, delay control from your instructors parallel the way. You succeed primitive invent a contrivance tender to substantiate your goals for the contrivance, including the topic you endeavor to defense or search delay axioms. You succeed then perceive axioms that succeed equip the notice you are seeking. You succeed then purport that axioms into Tableau and equip it for segregation. Next you succeed invent a dashboard that succeed confess you to search the axioms in profoundness and substantiate meaningful insights. You succeed then confer building to your axioms anecdote by agreement the anecdote arc in fact conceive. Finally, you succeed care-for your sketch checkcatalogue to trickery the definite viz or axioms anecdote in Tableau. This is your opening to parade the globe what you’re capable of - so contemplate big, and feel trust in your skills!

Kaggle Website:

https://www.kaggle.com/allen-institute-for-ai/CORD-19-research-challenge

Assignment Length (term reckon): at meanest 15 pages.

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