Introduction to IoT Analytics
Introduction to IoT Analytics This book covers techniques that can be used to analyze data from IoT sensors and addresses questions regarding the performance of an IoT system. This is an introductory…
Specifikacia Introduction to IoT Analytics
Introduction to IoT Analytics
This book covers techniques that can be used to analyze data from IoT sensors and addresses questions regarding the performance of an IoT system. This is an introductory book for readers who have no familiarity with these techniques.The techniques presented in An Introduction to IoT Analytics come from the areas of machine learning, statistics, and operations research. It strikes a balance between practice and theory so one can learn how to apply these tools in practice with a good understanding of their inner workings.
The statistical techniques described can be used to carry out regression and forecasting of IoT sensor data and dimensionality reduction of data sets. Machine learning techniques are described that can be used to analyze IoT data generated from sensors for clustering, classification, and regression. Operations research is concerned with the performance
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