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Computer Communications 151 (2020) 495517Contents lists available at ScienceDirectComputer Communications journal homepage: www.elsevier.com/locate/comcomReviewDeep learning and big data technologies
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Deep learning is a subset of machine learning that uses neural networks to analyze various types of data. 'Big' often refers to big data, which is characterized by its large volume, variety, and velocity, and is used in conjunction with deep learning techniques.
Typically, organizations that utilize deep learning models in their operations or data analysis, particularly those handling significant amounts of data, are required to file reports related to deep learning and big data usage.
To fill out the deep learning and big data reports, organizations need to provide detailed information about their data practices, the algorithms used, data sources, and results obtained through deep learning models, often following a standardized format set by relevant regulatory bodies.
The purpose of deep learning and big data is to enable advanced data analysis and predictions, allowing organizations to extract meaningful insights from large datasets that can improve decision-making and operational efficiency.
Reports on deep learning and big data must include information about data sources, methodologies used, model performance metrics, ethical considerations, and any transformations or processing performed on the data.
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