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Develop a beginner-friendly tutorial on data augmentation using the ydata-synthetic library. Explain how to generate synthetic data to increase the size of training dataset, improving model performance.
Acceptance Criteria
Submit a Jupyter notebook containing the tutorial and the necessary datasets if need
Modify the README.md file to include the new tutorial and a link to the added notebook