Time Series with R

Learn how to extract meaningful insights from time series data in R with this six-course track. Explore how to model, forecast, and visualize time series data using R programming. Time series are all around us, from server logs to high-frequency financial data. With this track, you’ll learn how to manipulate time series data, how to use R for time series analysis, and how time series modeling works. You’ll also cover time series forecasting in R, learning how to make predictions about the future based on data. After you finish learning how to visualize time series data, you’ll complete a case study using real data and the R skills you’ve developed so far. By the time you complete this track, you’ll have the confidence to work with your own time series data in R.

R25 hours6 coursesStatement of Accomplishment

Create Your Free Account

By continuing, you accept our Terms of Use, our Privacy Policy and that your data is stored in the USA.

Manipulating Time Series Data with xts and zoo in R

The xts and zoo packages make the task of managing and manipulating ordered observations fast and mistake free.

4 hours

Time Series Analysis in R

Learn the core techniques necessary to extract meaningful insights from time series data.

4 hours

ARIMA Models in R

Become an expert in fitting ARIMA (autoregressive integrated moving average) models to time series data using R.

4 hours

Forecasting in R

Learn how to make predictions about the future using time series forecasting in R including ARIMA models and exponential smoothing methods.

5 hours

Visualizing Time Series Data in R

Learn how to visualize time series in R, then practice with a stock-picking case study.

4 hours

Case Study: Analyzing City Time Series Data in R

Strengthen your knowledge of the topics covered in Manipulating Time Series in R using real case study data.

4 hours

Time Series with R

Create Your Free Account

Loved by learners at thousands of companies

Instructors

Instructors

Join over .css-1osvizq-TrackShowPage{color:#03ef62;}12,780,000 learners and start Time Series with R today!

Create Your Free Account

Join over 12,780,000 learners and start Time Series with R today!