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I guess that the long title and subtitle explain what the course is about: It doesn't just cover visualization, but also data exploration and understanding, and how to write stories about your findings. The materials include several chapters from The Truthful Art and The Functional Art, besides many new video lectures and tutorials about software tools.
I recorded a short intro video: