An introduction to IoT analytics / Harry G. Perros.
"An Introduction to IoT Analytics covers techniques that can be used to analyze data from IoT sensors and also addresses questions regarding the performance of an IoT system. It strikes a balance between practice and theory so that one can learn how to apply these tools in practice with a good...
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| Online Access: |
Full Text (via Taylor & Francis) |
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| Main Author: | |
| Other title: | Introduction to internet of things. |
| Format: | eBook |
| Language: | English |
| Published: |
Boca Raton, FL :
CRC Press,
2021.
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| Edition: | First edition. |
| Series: | Chapman & Hall/CRC data science series.
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| Subjects: |
Table of Contents:
- Review of probability theory
- Simulation techniques
- Hypothesis testing
- Multivariable linear regression
- Time series forecasting
- Dimensionality reduction
- Clustering techniques
- Classification techniques
- Artificial neural networks
- Support vector machines
- Hidden Markov models.