You are absolutely correct - thank you for catching this error, I will pin a comment with the correction for now and will make the correction when I get a chance
CORRECTION - at 4:30 I misspoke and said the y intercept is where the graph crosses the x axis but should have saif y axis. IIt is written correctly I just incorrectly say x instead of y - Thank You Dan Devine for noticing and pointing out this error