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There are a few typos in chapter 9 'Features' on slides #19 and #21. The code references columns [["1_pos"]], [["2_pos"]] and [["3_pos"]] of the dt dataframe. However those columns are actually named [["pos_1"]], [["pos_2"]] and [["pos_3"]].