Data Science Prerequisites - Numpy, Matplotlib, and Pandas in Python - Matplotlib Exercise

This video tutorial guides students through an exercise to generate and plot a generalized XOR data set. It begins with an introduction to the XOR logic gate, explaining its truth table and how it differs from a regular OR operation. The tutorial then instructs students on how to create a scatter plot of the XOR data, emphasizing the use of four quadrants with different colors. The exercise challenges students to define these quadrants between -1 and 1, rather than 0 and 1.

Explain the visual representation of the XOR data set when plotted.

What are the characteristics of the quadrants defined between -1 and +1 in the data set?