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Such prediction models have several benefits (e.g., leveraging multiple existing data sources), which produce more accurate predictions, thus reducing measurement error.
The largest telcos are already on the path to transform and have established the key strategy: building media assets, leveraging existing data assets and acquiring advertising platforms to help build advertising supported media models.
Leveraging existing data sets for developing pathways of toxicity: High-content data streams can provide hypothesis-free snapshots of changes to cellular state in response to toxic insults.
"By leveraging all these public data sources, they can do a lot," said Dan Auerbach, a staff technologist at the Electronic Frontier Foundation.
"Companies looking to grow would invite developers to build on top of their platform and leverage their existing data and tools to grow companies of their own.
A bioinformatics approach mining independent datasets leverages new and existing data to identify correlative changes in integrin and growth factor signaling pathways.
Incorporation of new technology not only leverages the wealth of existing data from the parent population study for use by the initiating investigators but also allows the new data to be used as variables or covariates for further discovery by all research colleagues.
You can leverage domain experts to label existing data, or outsource to startups for data labeling.
In almost all countries with existing data, acceptance of violence against women had decreased over time.
Well for one, by pairing search and AI technology with backup and data protection, companies can glean more from their existing data and leverage that for analytics.
Our approach has been to leverage as much value as possible from existing data sets and previous classification work.
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CEO of Professional Science Editing for Scientists @ prosciediting.com