Short answer: Select the trendline, and press the Delete key.
Longer answer: Select the chart or a chart object. Use the up-down arrow keys to cycle through the major chart objects until the trendline is selected. (Or, use the left-right arrow keys to cycle through the major and minor chart objects.) Press the Delete key.
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