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Time Series Analysis – 2 | Time Series in R | ARIMA Model Forecasting | Data Science | Simplilearn

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This Time Series Analysis – 2 in R tutorial will help you understand what is ARIMA model forecasting, what is correlation, and auto-correlation. You will also see a use case implementation in which we forecast sales of air tickets using ARIMA. Finally, we will also look at how to validate a model using Ljung-Box text. Let’s begin this time series in R video!

The topics covered in this video on time series in R are:
Introduction 00:00:00
What Is Time Series 00:00:36
Introduction to ARIMA Model 00:03:04
Auto Correlation and Partial Auto Correlation 00:08:20
Use Case on ARIMA 00:10:03
Model validating using Ljung-Box text 00:15:08

Link to Time Series Analysis Part-1: https://www.youtube.com/watch?v=gj4L2isnOf8

You can also go through the slides here: https://goo.gl/9GGwHG

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This Data Science course in collaboration with IBM propels your career to become a data scientist. Gain expertise in in-demand skills like Python, SQL, Excel, Machine Learning, Tableau, generative AI, and more. Dive deep into data interpretation nuances, master Machine Learning, and enhance programming skills to elevate your Data Science career.

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