Google today published its model on Google Cloud that predicts the number of cases, deaths, intubated patients and many more metrics for the artificial intelligence-assisted COVID-19, which is the result of its work with the Harvard Global Health Institute.. The developed model was trained with many different datasets.. Data from Johns Hopkins University, Descartes Labs, and the United States Census Bureau. Google and its Harvard collaborators at Harvard announced that they will develop the model with new data in the future. says. Analyzing the data and making predictions in this way increases the speed of response against the virus.. For example, state and county health departments can use these estimates to determine testing strategies and identify areas at risk of outbreaks.
Google has developed new methods to build the COVID-19 prediction model.. The team announced that it has developed a new time series machine learning approach that combines artificial intelligence with an intelligent epidemiological foundation.. By design, models are trained on publicly available datasets.. In addition, the model uses the users’ interpretation and analysis of the predictions in its training.. Google has also worked to ensure that the model does not produce outliers.
Google and Harvard will Continually Improve the COVID-19 Model
Google research team spokesperson said in a statement, “Our models are based on African-American, Hispanic and white countries. has a lower error rate compared to the models. Our models are optimized for the states of the United States to ensure high accuracy in all countries, reducing the error rate of our models to zero.”
You can download part of the 1TB free tier of the COVID-19 prediction service by querying BigQuery or in Comma Seperated Values (.csv) format. Also available from Google’s Data Studio dashboard and the National Response Portal.
Google has announced that it will bill at the normal rate for queries against the dataset to prevent data misuse.. However, since the company is aware that the data will make a great contribution to such studies, free access will be provided to certain parts of it.
Although this study by Google and Harvard University will not end the virus, it will help us a lot in the fight against the virus you are currently in.