Update readme#43
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This PR updates the README to reflect the V3 SDK architecture, adding migration guidance, V3 code examples, and reorganizing V2 examples to the bottom. The changes are documentation-only and align well with the V3 modular architecture (ModelTrainer, ModelBuilder). A few minor content issues worth noting.
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| *SageMaker Python SDK 3.x:* |
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Missing newline at end of file. The file should end with a trailing newline character to follow standard conventions and avoid diff noise in future changes.
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