How Long to Read Time Series for Data Science

How Long Does it Take to Read Time Series for Data Science?

It takes the average reader 9 hours and 4 minutes to read Time Series for Data Science by Wayne A. Woodward

Assuming a reading speed of 250 words per minute. Learn more

Description

Data Science students and practitioners want to find a forecast that “works” and don’t want to be constrained to a single forecasting strategy, Time Series for Data Science: Analysis and Forecasting discusses techniques of ensemble modelling for combining information from several strategies. Covering time series regression models, exponential smoothing, Holt-Winters forecasting, and Neural Networks. It places a particular emphasis on classical ARMA and ARIMA models that is often lacking from other textbooks on the subject. This book is an accessible guide that doesn’t require a background in calculus to be engaging but does not shy away from deeper explanations of the techniques discussed. Features: Provides a thorough coverage and comparison of a wide array of time series models and methods: Exponential Smoothing, Holt Winters, ARMA and ARIMA, deep learning models including RNNs, LSTMs, GRUs, and ensemble models composed of combinations of these models. Introduces the factor table representation of ARMA and ARIMA models. This representation is not available in any other book at this level and is extremely useful in both practice and pedagogy. Uses real world examples that can be readily found via web links from sources such as the US Bureau of Statistics, Department of Transportation and the World Bank. There is an accompanying R package that is easy to use and requires little or no previous R experience. The package implements the wide variety of models and methods presented in the book and has tremendous pedagogical use.

How long is Time Series for Data Science?

Time Series for Data Science by Wayne A. Woodward is 528 pages long, and a total of 136,224 words.

This makes it 178% the length of the average book. It also has 166% more words than the average book.

How Long Does it Take to Read Time Series for Data Science Aloud?

The average oral reading speed is 183 words per minute. This means it takes 12 hours and 24 minutes to read Time Series for Data Science aloud.

What Reading Level is Time Series for Data Science?

Time Series for Data Science is suitable for students ages 12 and up.

Note that there may be other factors that effect this rating besides length that are not factored in on this page. This may include things like complex language or sensitive topics not suitable for students of certain ages.

When deciding what to show young students always use your best judgement and consult a professional.

Where Can I Buy Time Series for Data Science?

Time Series for Data Science by Wayne A. Woodward is sold by several retailers and bookshops. However, Read Time works with Amazon to provide an easier way to purchase books.

To buy Time Series for Data Science by Wayne A. Woodward on Amazon click the button below.