Time Series Forecasting using ARIMA | Industrial Gas Production (IGP) Forecasting

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/IP...

Code File :
https://github.com/RishaRane/IGP_Fore...

Time Series Forecasting using LSTM:
   • Apple Stock Price Prediction using LS...  

Time Series Forecasting using Prophet:
   • Time Series Forecasting using Prophet  

Connect with me on Instagram:
  / 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

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