This chapter is an analytical report of the way in which data are generated, collected, processed, and used in the consumer device ecosystem. It starts with classifying the different types of devices, which produce varying streams of data, through the use of smartphones, wearables, and smart home systems, among others....
S. B. Donaev, A. V. Alizadeh, M. Singh et al.· Engineering Thermodynamics a...· 0 citations
In this chapter, the author provides an overview of the guiding principles of machine learning (ML), representation, optimization, and generalization, in the well-designed data pipelines. It reviews the bias-variance trade-off as a theoretical model that helps gauge the development of the model and how they perform. It...
R.G. Abaszade, A. V. Alizadeh, M. Singh et al.· Engineering Thermodynamics a...· 0 citations
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