Practical Time Series Analysis Book Reviews
Practical Time Series Analysis by Aileen Nielsen Book Summary
Time series data analysis is increasingly important due to the massive production of such data through the internet of things, the digitalization of healthcare, and the rise of smart cities. As continuous monitoring and data collection become more common, the need for competent time series analysis with both statistical and machine learning techniques will increase.
Covering innovations in time series data analysis and use cases from the real world, this practical guide will help you solve the most common data engineering and analysis challengesin time series, using both traditional statistical and modern machine learning techniques. Author Aileen Nielsen offers an accessible, well-rounded introduction to time series in both R and Python that will have data scientists, software engineers, and researchers up and running quickly.
You’ll get the guidance you need to confidently:
Find and wrangle time series dataUndertake exploratory time series data analysisStore temporal dataSimulate time series dataGenerate and select features for a time seriesMeasure errorForecast and classify time series with machine or deep learningEvaluate accuracy and performance
Book Name | Practical Time Series Analysis |
Genre | Computers & Internet |
Author | Aileen Nielsen |
Published | 20 September 2019, Friday |
Language | English |
E-Book Size | 10.94 MB |
Practical Time Series Analysis (Aileen Nielsen) Book Reviews 2024
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Download Link | Book Format |
practical-time-series-analysis-ebook.pdf | |
practical-time-series-analysis-ebook.epub | EPUB |
practical-time-series-analysis-ebook.kindle | KINDLE |
Practical Time Series Analysis E-book (PDF, PUB, KINDLE) Download
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Summary of Practical Time Series Analysis by Aileen Nielsen
The Practical Time Series Analysis book written by Aileen Nielsen was published on 20 September 2019, Friday in the Computers & Internet category. A total of 10 readers of the book gave the book 0 points out of 5.
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