Cloud Computing and Machine Learning: A Symbiotic Relationship
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Abstract
A symbiotic relationship between cloud computing and machine learning has been a driving force in the development of new and powerful solutions to solve complex real-world problems. Cloud computing offers the processing capacity, scalability, and infrastructure required to support the intensive computational demands of machine learning algorithms. Conversely, machine learning (ML) algorithms transformed the way things are done we process, analyze also, extract insights from the vast amounts of data generated and stored in the cloud. This collaborative effort combining cloud computing and machine learning has led to the emergence of a diverse array of possible applications that are transforming sectors, ranging from smart homes and devices to self-driving technologies, industrial robotics, and intelligent detection systems.
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