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In the video tutorial, the key points discussed include the role of a business analyst in project planning, contribution to scope, change, and risk management, engagement with the business team, understanding requirements through various techniques, and using frameworks and tools for effective analysis. Multiple techniques are explored for engaging with the business team and understanding requirements in different contexts. This ensures a comprehensive understanding of project planning and requirements analysis.