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Transfer learning is a game-changing technique in AI and machine learning that involves repurposing knowledge from one problem to solve another. It significantly accelerates model development, improves accuracy, and reduces costs, making AI more accessible and scalable. AI development companies play a crucial role in leveraging transfer learning to create innovative solutions.