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The video tutorial discusses the key responsibilities of a business analyst during project planning, including contributing to the project scope, change management, and risk management. It emphasizes the importance of effective communication with the business team to understand requirements using various techniques. By mastering the necessary frameworks and tools, analysts can successfully gather and analyze project requirements.