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I don’t see any code notebooks. What exactly is being taught?

I'm open to suggestions for courses that teach theory using also pytorch code :-)

Did you look at the Assignments? The [code and dataset download] links?

Yes I have seen those. I mean that effective teaching needs talking, visual illustrations (slides), and code.