English | ISBN: 9781800568532 | 270 pages | 2020 | True ( PDF, MOBI ) | 30.24 MB
Prophet enables Python and R developers to build scalable series forecasts.
Create and improve high-quality automated forecasts for series data that have strong seasonal effects, holidays, and additional regressors using Python
Key Features
Learn how to use the open-source forecasting tool Facebook Prophet to improve your forecasts
Build a forecast and run diagnostics to understand forecast quality
Fine-tune models to achieve high performance, and report that performance with concrete statistics
Book Description
This book will help you to implement Prophet's cutting-edge forecasting techniques to model future data with higher accuracy and with very few lines of code.
You will b by exploring the evolution of series forecasting, from the basic early models to the advanced models of the present day. The book will demonstrate how to install and set up Prophet on your machine and build your first model with only a few lines of code. You'll then cover advanced features such as visualizing your forecasts, adding holidays, seasonality, and trend changepoints, handling outliers, and more, along with understanding why and how to modify each of the default parameters. Later chapters will show you how to optimize more complicated models with hyperparameter tuning and by adding additional regressors to the model. Finally, you'll learn how to run diagnostics to evaluate the performance of your models and see some useful features when running Prophet in production environments.
By the end of this Prophet book, you will be able to take a raw series dataset and build advanced and accurate forecast models with concise, understandable, and repeatable code.
DOWNLOAD
uploadgig
rapidgator
nitroflare
Feel free to post your Forecasting Time Series Data with Facebook Prophet (True PDF) Free Download, torrent, subtitles, free download, quality, NFO, Dangerous Forecasting Time Series Data with Facebook Prophet (True PDF) Torrent Download, free premium downloads movie, game, mp3 download, crack, serial, keygen.