The last video of the series introduces the concept of gradients, including their calculation and application in understanding function changes. It also explains how gradients provide insights into the rate and direction of change, while differences measure the change between specific values. The workbook offers a clear explanation on the importance of gradients in data analysis, and how they help quantify and interpret changes in various contexts, especially in deep learning and neural networks.
The workbook pdf-