ARIMA Model In Python| Time Series Forecasting #6|
ARIMA(Auto Regression Integrated Moving Average) Model Implementation in Python. Following things are covered in the video:
1) Reading Time Series Data in Python using Pandas library
2) Checking for stationarity of time series model
3) Auto Arima Function to select order of Auto Regression Model
4) Predicting Future temperature values using given dataset
5) Statsmodels library is used for modelling
My medium article on the same(Contains code and dataset): https://medium.com/@nachihebbar/tempe...
Recommended Books to get better at Time Series Analysis and Python:
1)Practical Time Series Analysis: https://amzn.to/31lsLhq
2)Time Series with Python: https://amzn.to/2Ez073m
3)Hands-On Time Series Analysis with R: https://amzn.to/3aUxuKq
Do subscribe to the channel and like the video if you want more videos like this!
You can connect with me on my socials:
Linkedin: / nachiketa-hebbar-86186515b
My 2nd Youtube Channel: / @nachitalks
My medium account(I publish blogs here): / nachihebbar