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Many of statistical inference topics are inherently bit abstract, but this course makes them even more dry. Brian please put some effort by taking some good example - have a look at khanacademy how sal makes it interesting. In fact look at your own HW help videos. Once you bring in that flavor and add the context of data science and r environment you will have a great course but in current shape it is not at all professional. Had to give half stars as I'm forced by this form.