December 2018
Intermediate to advanced
274 pages
7h 46m
English
Content preview from Machine Learning for Mobile
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Why use machine learning on mobile devices?
Machine learning is needed to extract meaningful and actionable information from huge amounts of data. A significant amount of computation is required to analyze huge amounts of data and arrive at an inference. This processing is ideal for a cloud environment. However, if we could carry out machine learning on a mobile, the following would be the advantages:
- Machine learning could be performed offline, as there would be no need to send all the data that the mobile has to the network and wait for results back from the server.
- The network bandwidth cost incurred, if any, due to the transmission of mobile data to the server is avoided.
- Latency can be avoided by processing data locally. Mobile machine ...
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