The meaning is clear, but it doesn't sound very natural to me. I would use lead or teach . You can conduct a laboratory experiment or an orchestra.
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IMG"I will conduct an English lesson tomorrow."To my ear, it's not so much that it's unnatural as that it contains much more high-class vocabulary than is usual for the given topic. I'd go with Philip's suggestion.