Hey everyone,
In this video I've demonstrated a Time series Analysis/Forecasting project using ARIMA (Auto-Regressive Integrated Moving Average) on a univariate data.
Dataset :
https://fred.stlouisfed.org/series/IPG2211A2N?utm_source=ibm_developer&utm_content=in_content_link&utm_id=tutorials_awb-arima-models-in-python
Code File :
https://github.com/RishaRane/IGP_Forecasting_using_ARIMA.git
Time Series Forecasting using LSTM:
https://youtu.be/PeXHcJt0E9Y
Time Series Forecasting using Prophet:
https://youtu.be/bSq8xWwAZ9M
Connect with me on Instagram:
https://www.instagram.com/InsightsByRish
00:00 Starting
01:16 1. Loading the data
02:17 2. Data Preprocesssing
05:48 3. Checking the Stationarity of data
17:19 4. Train Test Split
20:05 5. Determining the ARIMA parameters - p, d, q
23:54 6. Building the Arima Model
25:00 7. Forecasting the Data
#timeseriesanalysis
#arima
#python
Thanks for watching!
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