 Unfortunately, these models can be very difficult to tune if you aren't an expert, but luckily you really don't need to be an expert with dissecting time series concepts specifically to get usable results from a time series model. In fact, you can take some machine learning approach instead and also get results that are just as good. In this video, we are going to walk through the typical flow to solve time series problems. We're gonna see what different approaches we can take to solve such time series problems and also highlight the differences between traditional approaches and machine learning approaches. So you know what techniques to use and also when to use them.