Effective learning conversations aim to encourage and inspire students to solve problems independently through coaching. They involve active listening, setting goals using models like GROW, and motivating students by discussing positives of progress and negatives of lack of progress. The document provides guidance on selecting students for conversations, structuring initial and follow up meetings, developing action plans, and monitoring student progress.