An Introduction to IoT Analytics /
"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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| Format: | Book |
| Language: | English |
| Published: |
Boca Raton, FL :
CRC Press, Taylor & Francis Group,
2021
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| Subjects: | |
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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