Experiment FindingsPDF Available

Abstract

This article is to give an overview of how to use the facebook prophet forecasting framework. The Facebook prophet is a framework used by facebook to forecast its incoming user traffic so that it can know in hand the required server capacity which helps the server maintenance team to handle the unexpected breakdown of the system, because of incoming user request.
A Quick Start of Time Series Forecasting : Using Facebook
Prophet
Table Of Contents
1. Introduction
a. Time Series Data
b. Facebook Prophet
2. The Prophet ForecastingModel
1. Introduction
 


a. Time Series Data

!"
#
$

$
$
"%&
b. Facebook Prophet
ProphetFacebook
'(()



" Prophet website:
*+,
!
$
-,
.#
,,
/,
#0
2. The Prophet ForecastingModel
Prophet
$
,$
')1')(')(')(2
')$3

')$'4)
')$5')
2$

3. Case study: forecasting exchange value of Indian rupee with dollar
#
6

78#9:
Step 1:
Step 2: +
;6


"
<

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