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At St Mary's, my own nine-year-old has, since this initiative was introduced, developed a proprietary interest that his older siblings never showed in his current class topic.
The book grew out of a class topic at the Smithsonian regarding intellectual life in Edinburgh in the 18th century.
As I read Professor Kahneman's description, I looked at the clock and realized I was teaching a class in about an hour, and the class topic for the day was related to this study.
Instance filtering focused on balancing the number of instances (documents) in each class (topic), taking into account their difference factor.
Finally, the Engage activity for a new unit or topic can come at the end of the previous class session, especially if you are trying to find out what students already know, or in the form of a homework assignment that challenges them to find a news report relevant to the next class topic.
Each week, a pre-assigned group (three to four students per group) was responsible for presenting and answering follow up questions with regard to recent (last five years), peer reviewed article from the primary literature related to that specific week's class topic.
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Some math background (in linear algebra, statistics, and calculus) is recommended, so take classes on these topics, if possible.
In her class Topics in Collaborative Robotics, one student proposed to teach a robot to make a salad.
These problems were tailored to what we had covered in class; topics such as variables, data types, selection and so on.
John's statement described a distinct shift away from instructor-centered decisions and situational factors to thinking more about his students when he chooses class topics.
For example, a chemist in our study (respondent C11) drew upon both soft (i.e., memories of previous class topics and successes) and hard (i.e., old notes and topics in the syllabus) repositories of information when planning a class.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com