Let's begin with the first sentence, where course means 'a series of lectures on a particular subject'. Since this 'series' probably lasts for more than a day (perhaps several weeks, months, or a year), using it in connection with 'today' is rather awkward. ' is a bit more complicated to analyse because of the difference in American and British English.
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