Currently, R is the leading open source software for time series analysis and forecasting. You will learn to use R to visualize, clean and transform time series data and perform time- and date-based data calculations. You will also learn to identify which models are suitable for a given dataset, interpret and create models for time series data. Get to know more about ARIMA and exponential smoothing models, and compare the accuracy of different models.

What You Will Learn!

– Time Series Plots
– Time Series Decomposition
– Forecaster’s Toolbox
– Time Series Regression Models
– Time Series Modeling: Exponential Time Smoothing (ETS) incl. Holt-Winters
– Time Series Modeling: ARIMA class of models
– Prediction using above two classes