Practical Time Series Analysis is popular PDF and ePub book, written by Aileen Nielsen in 2019-09-20, it is a fantastic choice for those who relish reading online the Computers genre. Let's immerse ourselves in this engaging Computers book by exploring the summary and details provided below. Remember, Practical Time Series Analysis can be Read Online from any device for your convenience.
Practical Time Series Analysis Book PDF 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 data Undertake exploratory time series data analysis Store temporal data Simulate time series data Generate and select features for a time series Measure error Forecast and classify time series with machine or deep learning Evaluate accuracy and performance
Detail Book of Practical Time Series Analysis PDF
- Author : Aileen Nielsen
- Release : 20 September 2019
- Publisher : O'Reilly Media
- ISBN : 9781492041627
- Genre : Computers
- Total Page : 500 pages
- Language : English
- PDF File Size : 21,6 Mb
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