An Introduction To Iot Analytics (Chapman & Hall/Crc Data Science Series) - 9780367687823

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.

• | Author: Harry G. Perros
• | Publisher: Chapman And Hall/Crc
• | Publication Date: Mar 04, 2021
• | Number of Pages: 354 pages
• | Language: English
• | Binding: Hardcover
• | ISBN-10: 0367687828
• | ISBN-13: 9780367687823