Prophet Statistics
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Prophet Statistics
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Author :
language : en
Publisher:
Release Date : 1985
Prophet Statistics written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1985 with Biology categories.
Prophet Statistics
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Author : Bolt, Beranek, and Newman, inc
language : en
Publisher:
Release Date : 1980
Prophet Statistics written by Bolt, Beranek, and Newman, inc and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1980 with Biology categories.
Forecasting Time Series Data With Facebook Prophet
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Author : Greg Rafferty
language : en
Publisher: Packt Publishing Ltd
Release Date : 2021-03-12
Forecasting Time Series Data With Facebook Prophet written by Greg Rafferty and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-03-12 with Computers categories.
Create and improve high-quality automated forecasts for time 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 Prophet enables Python and R developers to build scalable time series forecasts. 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 begin by exploring the evolution of time 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 time series dataset and build advanced and accurate forecast models with concise, understandable, and repeatable code. What you will learn Gain an understanding of time series forecasting, including its history, development, and uses Understand how to install Prophet and its dependencies Build practical forecasting models from real datasets using Python Understand the Fourier series and learn how it models seasonality Decide when to use additive and when to use multiplicative seasonality Discover how to identify and deal with outliers in time series data Run diagnostics to evaluate and compare the performance of your models Who this book is for This book is for data scientists, data analysts, machine learning engineers, software engineers, project managers, and business managers who want to build time series forecasts in Python. Working knowledge of Python and a basic understanding of forecasting principles and practices will be useful to apply the concepts covered in this book more easily.
Prophet Public Procedures
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Author :
language : en
Publisher:
Release Date : 1985
Prophet Public Procedures written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1985 with Biology categories.
Forecasting Time Series Data With Prophet
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Author : Greg Rafferty
language : en
Publisher: Packt Publishing Ltd
Release Date : 2023-03-31
Forecasting Time Series Data With Prophet written by Greg Rafferty and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-03-31 with Computers categories.
Create and improve fully automated forecasts for time series data with strong seasonal effects, holidays, and additional regressors using Python Purchase of the print or Kindle book includes a free PDF eBook Key Features Explore Prophet, the open source forecasting tool developed at Meta, to improve your forecasts Create a forecast and run diagnostics to understand forecast quality Fine-tune models to achieve high performance and report this performance with concrete statistics Book DescriptionForecasting Time Series Data with Prophet will help you to implement Prophet's cutting-edge forecasting techniques to model future data with high accuracy using only a few lines of code. This second edition has been fully revised with every update to the Prophet package since the first edition was published two years ago. An entirely new chapter is also included, diving into the mathematical equations behind Prophet's models. Additionally, the book contains new sections on forecasting during shocks such as COVID, creating custom trend modes from scratch, and a discussion of recent developments in the open-source forecasting community. You'll cover advanced features such as visualizing forecasts, adding holidays and trend changepoints, and handling outliers. You'll use the Fourier series to model seasonality, learn how to choose between an additive and multiplicative model, and understand when to modify each model parameter. Later, you'll see 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 in production. By the end of this book, you'll be able to take a raw time series dataset and build advanced and accurate forecasting models with concise, understandable, and repeatable code.What you will learn Understand the mathematics behind Prophet’s models Build practical forecasting models from real datasets using Python Understand the different modes of growth that time series often exhibit Discover how to identify and deal with outliers in time series data Find out how to control uncertainty intervals to provide percent confidence in your forecasts Productionalize your Prophet models to scale your work faster and more efficiently Who this book is forThis book is for business managers, data scientists, data analysts, machine learning engineers, and software engineers who want to build time-series forecasts in Python or R. To get the most out of this book, you should have a basic understanding of time series data and be able to differentiate it from other types of data. Basic knowledge of forecasting techniques is a plus.
Prophet User S Manual
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Author :
language : en
Publisher:
Release Date : 1985
Prophet User S Manual written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1985 with Biology categories.
A Prophet Of The People
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Author : Lauren V. Jarvis
language : en
Publisher: MSU Press
Release Date : 2024-03-01
A Prophet Of The People written by Lauren V. Jarvis and has been published by MSU Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-03-01 with History categories.
In 1910 Isaiah Shembe was struggling. He had left his family and quit his job as a sanitation worker to become a Baptist evangelist, but he ended his first mission without much to show. Little did he know that he would soon establish the Nazaretha Church as he began to attract attention from people left behind by industrial capitalism in South Africa. By his death in 1935, Shembe was an internationally known prophet and healer, described by his peers as “better off than all the Black people.” In A Prophet of the People: Isaiah Shembe and the Making of a South African Church, historian Lauren V. Jarvis provides a fascinating and intimate portrait of one of South Africa’s most famous religious figures, and in turn the making of modern South Africa. Following Shembe from his birth in the 1860s across many environments and contexts, Jarvis illuminates the tight links between the spread of Christianity, strategies of evasion, and the capacious forms of community that continue to shape South Africa today.
A Prophet S Memoir
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Author : Jeremy Banks
language : en
Publisher: Lulu.com
Release Date : 2017-05-15
A Prophet S Memoir written by Jeremy Banks and has been published by Lulu.com this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-05-15 with Religion categories.
There is an alarming rate of leaders who have committed suicide. We see high profile leaders lose their marriages, churches, and friends due to them falling into sexual immoralities. The church has taken a hit over the years. Through my experiences I hope to change your perception on why men cheat. Media says all men that cheat are dogs. Well itÍs my endeavor to enlighten you from my thoughts. I will express my heart and be as transparent as possible. This is a story of my many struggles. You will share in my pains, my trials, my mistakes and more. This was expressed upon my heart to write. God can use the flawed person to bring hope and deliverance to others. ñIf pastors and preachers were allowed to really be transparent could you still be mature enough to receive a word from God through them?î
Monthly Catalog Of United States Government Publications
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Author :
language : en
Publisher:
Release Date : 1980-10
Monthly Catalog Of United States Government Publications written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1980-10 with Government publications categories.
Publication Catalog Of The U S Department Of Health And Human Services
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Author : United States. Department of Health and Human Services
language : en
Publisher:
Release Date :
Publication Catalog Of The U S Department Of Health And Human Services written by United States. Department of Health and Human Services and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on with Government publications categories.