To turn off "autocomplete with trending searches" simply head to the Google search preferences page while you're signed into your Google account. Then scroll down and select "Do not show popular searches."
You can turn off personalized autocomplete predictions by going into your personal results page then unchecking "Show personal results."
Applications for Education
Neither one of these features is inherently bad, but they can contribute to distracting students from their intended query.