In this chapter, we defined time series and learned why it is important for forecasting. We looked at the characteristics of time series data, and we also explored the challenges associated with it when we try to make forecasts. Lastly, we looked at the use of time series in various industries. In the next chapter, we will learn how to forecast stock prices using time series data modeling.